Main Objectives

We are tasked to present to the Chief Marketing Officer our analysis of data set to increase total purchases and be more efficient with spending on the marketing department. If we are able to successfully correlate and come up with any significant regression models to show what variables are the most impactful in spending, we would consider our data research a success.

Key Ressources

We are given the data of 30 variables in our data to analyze. We are given data of customers such as: Year of birth, educational level, country, spending habits on certain items, online shopping, and other characteristics on a customer. From there, we will decide to further analyze and what to take out of our model in terms of importance.

Part 1

Importing

# Import libraries
library(readxl)
library(BBmisc)
library(fastDummies)
library(dplyr)
library(ggplot2)

# Import data
mark_cmp <- read_excel("datasets_marketing_campaign_SF.xlsx")

# Inspect
colSums(is.na(mark_cmp))
##                  ID          Year_Birth           Education      Marital_Status 
##                   0                   0                   0                   0 
##              Income             Kidhome            Teenhome         Dt_Customer 
##                  24                   0                   0                   0 
##             Recency            MntWines           MntFruits     MntMeatProducts 
##                   0                   0                   0                   0 
##     MntFishProducts    MntSweetProducts        MntGoldProds   NumDealsPurchases 
##                   0                   0                   0                   0 
##     NumWebPurchases NumCatalogPurchases   NumStorePurchases   NumWebVisitsMonth 
##                   0                   0                   0                   0 
##        AcceptedCmp3        AcceptedCmp4        AcceptedCmp5        AcceptedCmp1 
##                   0                   0                   0                   0 
##        AcceptedCmp2            Complain       Z_CostContact           Z_Revenue 
##                   0                   0                   0                   0 
##            Response             Country 
##                   0                   0
# Convert
mark_cmp <- as.data.frame(mark_cmp)

Massaging

library(tidyr)

# Remove NAs
mark_cmp <- drop_na(mark_cmp)

# Change date variable from character to date
mark_cmp$Dt_Customer <- as.Date(mark_cmp$Dt_Customer)

# Change Year Birth to Age
mark_cmp$actual_age <- 2021 - mark_cmp$Year_Birth 

# Create sub dfs for types numerical, character and dates

bool <- sapply(mark_cmp,is.numeric)
num_cols <- mark_cmp[,bool]

#bool <- sapply(mark_cmp,is.Date)
#date_cols <- mark_cmp[,bool]

bool <- sapply(mark_cmp,is.character)
cat_cols <- mark_cmp[,bool]

# Create dummy variables for the categories
cat_dummy <- dummy_cols(cat_cols, select_columns = c('Education', 'Marital_Status','Country'))

# Remove the character entries
cat_dummy <- cat_dummy[,4:ncol(cat_dummy)]

# Combine data
cat_num_cols <- cbind(cat_dummy,num_cols)

# Write csv
write.csv(mark_cmp,"C:/Users/LK/Nextcloud7/Personal/Docs/case-studies/Marketing Campaign/data.csv", row.names = FALSE)

Descriptive

# Plot Histogram of customer age
hist(mark_cmp$actual_age, 
     main="Histogram of Actual Age", 
     xlab="Age of customers", 
     border="black", 
     col="blue",
     xlim=c(10, 90),
     las=1, 
     breaks=20)

Part 1a - Regression - Predictive

Label: Web Purchases Features: All numerical

Motivation

Use of linear regression to classify the important variables that help us predict web purchases.

Method

  • Checklist for Regression
  • Split into training and test data
  • Scale data
  • Train model using train data
  • Use the fitted model to predict unseen values (test-data)
  • Plot predicted vs actual values

Mechanics

# Scale the data
scaled_mark = normalize(mark_cmp, method = "range", range = c(0, 1))

# Split into training and test
train_index <- sample(1:nrow(mark_cmp),size=0.8*nrow(mark_cmp))
mark_train <- mark_cmp[train_index,]
mark_test <- mark_cmp[-train_index,]

# Train the model
model <- lm(NumWebPurchases ~ ., data=mark_train)
summary(model)
## 
## Call:
## lm(formula = NumWebPurchases ~ ., data = mark_train)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -9.0304 -0.9534 -0.0906  0.8789 22.7327 
## 
## Coefficients: (3 not defined because of singularities)
##                          Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            -2.684e+00  1.026e+01  -0.262   0.7936    
## ID                      3.522e-06  1.460e-05   0.241   0.8095    
## Year_Birth             -4.914e-03  4.523e-03  -1.086   0.2775    
## EducationBasic         -2.833e-01  3.381e-01  -0.838   0.4021    
## EducationGraduation     1.947e-02  1.718e-01   0.113   0.9098    
## EducationMaster        -5.907e-02  2.019e-01  -0.293   0.7698    
## EducationPhD            1.810e-01  1.996e-01   0.907   0.3647    
## Marital_StatusAlone     3.422e+00  2.007e+00   1.705   0.0885 .  
## Marital_StatusDivorced  1.503e+00  1.439e+00   1.045   0.2962    
## Marital_StatusMarried   1.613e+00  1.432e+00   1.126   0.2602    
## Marital_StatusSingle    1.557e+00  1.434e+00   1.085   0.2780    
## Marital_StatusTogether  1.589e+00  1.433e+00   1.108   0.2679    
## Marital_StatusWidow     1.573e+00  1.453e+00   1.082   0.2792    
## Marital_StatusYOLO      2.480e+00  2.010e+00   1.234   0.2174    
## Income                  3.228e-05  4.393e-06   7.347 3.10e-13 ***
## Kidhome                -8.052e-01  1.200e-01  -6.712 2.59e-11 ***
## Teenhome                1.419e-01  1.128e-01   1.258   0.2086    
## Dt_Customer             5.719e-04  2.732e-04   2.093   0.0365 *  
## Recency                -2.037e-04  1.694e-03  -0.120   0.9043    
## MntWines                2.123e-03  2.622e-04   8.094 1.08e-15 ***
## MntFruits               1.019e-03  1.672e-03   0.609   0.5423    
## MntMeatProducts        -8.667e-04  3.769e-04  -2.299   0.0216 *  
## MntFishProducts         8.706e-04  1.296e-03   0.672   0.5018    
## MntSweetProducts        7.728e-03  1.634e-03   4.729 2.43e-06 ***
## MntGoldProds            9.768e-03  1.132e-03   8.627  < 2e-16 ***
## NumDealsPurchases       2.122e-01  3.156e-02   6.724 2.39e-11 ***
## NumCatalogPurchases    -2.324e-02  2.865e-02  -0.811   0.4175    
## NumStorePurchases       1.271e-01  2.292e-02   5.545 3.40e-08 ***
## NumWebVisitsMonth       3.685e-01  3.251e-02  11.336  < 2e-16 ***
## AcceptedCmp3            1.227e-01  1.951e-01   0.629   0.5294    
## AcceptedCmp4            7.614e-02  2.237e-01   0.340   0.7337    
## AcceptedCmp5           -5.279e-01  2.359e-01  -2.237   0.0254 *  
## AcceptedCmp1           -9.955e-02  2.273e-01  -0.438   0.6615    
## AcceptedCmp2           -1.853e+00  4.278e-01  -4.332 1.57e-05 ***
## Complain                5.923e-01  4.858e-01   1.219   0.2229    
## Z_CostContact                  NA         NA      NA       NA    
## Z_Revenue                      NA         NA      NA       NA    
## Response                2.775e-01  1.641e-01   1.691   0.0911 .  
## CountryCA               9.053e-02  2.268e-01   0.399   0.6898    
## CountryGER             -4.932e-02  2.748e-01  -0.180   0.8576    
## CountryIND              8.051e-02  2.648e-01   0.304   0.7611    
## CountryME              -5.631e-01  1.422e+00  -0.396   0.6922    
## CountrySA               2.223e-02  2.197e-01   0.101   0.9194    
## CountrySP              -3.258e-02  1.946e-01  -0.167   0.8671    
## CountryUS               8.944e-02  2.794e-01   0.320   0.7490    
## actual_age                     NA         NA      NA       NA    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.978 on 1729 degrees of freedom
## Multiple R-squared:  0.5032, Adjusted R-squared:  0.4911 
## F-statistic: 41.69 on 42 and 1729 DF,  p-value: < 2.2e-16
# Let the model predict values for the test data
pred <- predict(model,mark_test)

# Get residuals
res <- resid(model)

# Produce residual vs. fitted plot
plot(fitted(model), res, main="Residual vs. fitted Values", xlab='Fitted', ylab='Residuals')

# Produce predicted vs actual values
plot(pred,mark_test$NumWebPurchases, main="Predicted vs. actual Values", xlab='Predicted Values', ylab='Actual Values')

Analysis of output

The first regression we run was built including all the variables we had from the case. This regression was meant to give us a first screening of the statistical significance every single variable brought into the model. Looking at the p-value from each row of the summary (which we decided to be < .05 to have a significant impact,) we could identify the variable with the highest potential. If we could have expected some variables to have an impact on web purchases, it would be number of web visits per month or number of store purchases. While on the other we see variables, initially we seemed not related to our goal, having a very high statistical significance in the model (i.e., amount sweet products, amount of gold products and number of kids residing in home. Now, in order to obtain a better regression, we excluded all the variables with a low impact and included just the ones with high potential, always basing our selection on p-values. We didn’t get rid of the variable of if a customer accepted the campaign: although we had a few observations that didn’t seem to be statistically important, we thought it wouldn’t make sense to eliminate this bunch of variables.

Better Regression

Label: Web Purchases, Features: Numerical Variables selected based on findings in Part a

# Train the model
better_model <- lm(NumWebPurchases ~ Income + Kidhome + Teenhome + MntWines + MntSweetProducts + MntGoldProds + NumDealsPurchases +NumStorePurchases +NumWebVisitsMonth, data=mark_train)
summary(model)
## 
## Call:
## lm(formula = NumWebPurchases ~ ., data = mark_train)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -9.0304 -0.9534 -0.0906  0.8789 22.7327 
## 
## Coefficients: (3 not defined because of singularities)
##                          Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            -2.684e+00  1.026e+01  -0.262   0.7936    
## ID                      3.522e-06  1.460e-05   0.241   0.8095    
## Year_Birth             -4.914e-03  4.523e-03  -1.086   0.2775    
## EducationBasic         -2.833e-01  3.381e-01  -0.838   0.4021    
## EducationGraduation     1.947e-02  1.718e-01   0.113   0.9098    
## EducationMaster        -5.907e-02  2.019e-01  -0.293   0.7698    
## EducationPhD            1.810e-01  1.996e-01   0.907   0.3647    
## Marital_StatusAlone     3.422e+00  2.007e+00   1.705   0.0885 .  
## Marital_StatusDivorced  1.503e+00  1.439e+00   1.045   0.2962    
## Marital_StatusMarried   1.613e+00  1.432e+00   1.126   0.2602    
## Marital_StatusSingle    1.557e+00  1.434e+00   1.085   0.2780    
## Marital_StatusTogether  1.589e+00  1.433e+00   1.108   0.2679    
## Marital_StatusWidow     1.573e+00  1.453e+00   1.082   0.2792    
## Marital_StatusYOLO      2.480e+00  2.010e+00   1.234   0.2174    
## Income                  3.228e-05  4.393e-06   7.347 3.10e-13 ***
## Kidhome                -8.052e-01  1.200e-01  -6.712 2.59e-11 ***
## Teenhome                1.419e-01  1.128e-01   1.258   0.2086    
## Dt_Customer             5.719e-04  2.732e-04   2.093   0.0365 *  
## Recency                -2.037e-04  1.694e-03  -0.120   0.9043    
## MntWines                2.123e-03  2.622e-04   8.094 1.08e-15 ***
## MntFruits               1.019e-03  1.672e-03   0.609   0.5423    
## MntMeatProducts        -8.667e-04  3.769e-04  -2.299   0.0216 *  
## MntFishProducts         8.706e-04  1.296e-03   0.672   0.5018    
## MntSweetProducts        7.728e-03  1.634e-03   4.729 2.43e-06 ***
## MntGoldProds            9.768e-03  1.132e-03   8.627  < 2e-16 ***
## NumDealsPurchases       2.122e-01  3.156e-02   6.724 2.39e-11 ***
## NumCatalogPurchases    -2.324e-02  2.865e-02  -0.811   0.4175    
## NumStorePurchases       1.271e-01  2.292e-02   5.545 3.40e-08 ***
## NumWebVisitsMonth       3.685e-01  3.251e-02  11.336  < 2e-16 ***
## AcceptedCmp3            1.227e-01  1.951e-01   0.629   0.5294    
## AcceptedCmp4            7.614e-02  2.237e-01   0.340   0.7337    
## AcceptedCmp5           -5.279e-01  2.359e-01  -2.237   0.0254 *  
## AcceptedCmp1           -9.955e-02  2.273e-01  -0.438   0.6615    
## AcceptedCmp2           -1.853e+00  4.278e-01  -4.332 1.57e-05 ***
## Complain                5.923e-01  4.858e-01   1.219   0.2229    
## Z_CostContact                  NA         NA      NA       NA    
## Z_Revenue                      NA         NA      NA       NA    
## Response                2.775e-01  1.641e-01   1.691   0.0911 .  
## CountryCA               9.053e-02  2.268e-01   0.399   0.6898    
## CountryGER             -4.932e-02  2.748e-01  -0.180   0.8576    
## CountryIND              8.051e-02  2.648e-01   0.304   0.7611    
## CountryME              -5.631e-01  1.422e+00  -0.396   0.6922    
## CountrySA               2.223e-02  2.197e-01   0.101   0.9194    
## CountrySP              -3.258e-02  1.946e-01  -0.167   0.8671    
## CountryUS               8.944e-02  2.794e-01   0.320   0.7490    
## actual_age                     NA         NA      NA       NA    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.978 on 1729 degrees of freedom
## Multiple R-squared:  0.5032, Adjusted R-squared:  0.4911 
## F-statistic: 41.69 on 42 and 1729 DF,  p-value: < 2.2e-16
# Get residuals
res <- resid(better_model)

# Produce residual vs. fitted plot
plot(fitted(better_model), res, main="Residual vs. fitted Values", xlab='Fitted', ylab='Residuals')

#qqnorm(res)

# Let the model predict values for the test data
pred <- predict(better_model,mark_test)

# Visualize the models performance
plot(pred,mark_test$NumWebPurchases, main="Predicted vs. actual Values", xlab='Predicted Values', ylab='Actual Values')

Analysis of output

The second regression we run has similar R^2 and R^2 adjusted compared to the first one but this doesn’t mean the model hasn’t improved. In fact, we are now dealing with a lower number of variables. The F-statistic has raised from 41 to 183, meaning we gathered strong evidence that these variables are all statistically influential and that there’s a very low chance they have a value of 0. We imagined that when we would have used fewer models in our regression that it would get stronger but that was not the case for us. This could be due to significance the isolated variables can have throughout our entire analysis.

Suggestions to CMO

Observing the estimates values from our multiple (better) regression we can select the variables that impact the most, positively, or negatively, on the case. For example, the number of kids at home is the voice that has the most negative impact we know that the odds of business success will decrease by 45% (exp (-6.06 e-01 -1) %) for each kid at home in our data seems to impact negatively on the odds of web purchases. On the other hand, the number of teens at home and number of web visits per home have the highest positive influence in the regression. These variables bring respectively 43 % (exp (3.562 e-01)-1) and 42% (exp (3.530 e-01) -1) increase in the odds of business success for each unit increased of both these voices. Last, the variable with the least impact in the model ends up being Income, as it’s the closest to zero. It just brings 0.0032% (exp (3.175 e-05) -1) positive influence. Our recommendation would be of course to focus on the voices with the best positive impact and try to avoid as much as possible the ones lowering the odds of business success. For example, it’s important to keep in mind that targeting people with kids at home seems to be negative, on the other hand, it could be convenient to rely on people with teenagers at home, probably because teens are more willing than kids to use online sources. Moreover, the CMO should focus more on the number of web visits which has a 42% (exp (3.530 e-01) -1) positive impact. This could be done by allocating some budget on online ads or on everything that could bring visibility to the website. Speaking about budget allocation, it would be crucial to understand how to allocate and thus to select the variables with a low influence in the model. For example, our team thinks Income wouldn’t be such a critical aspect to focus on, the company should save resources by not targeting this market segment and maybe invest in others with better potential. In fact, besides Income, there are a few more variables that seem to have higher importance but still not as significant to justify an effort. Amount spent on wines, gold, and sweet products in the past two years estimates, for instance, are close to zero, and despite their relevance, could also not be taken into consideration in the context of budget allocation. In conclusion, as we have seen, even though the better regression includes just the most significant variables, it seems that from a statistical point of view just the variation of a few manage to change the odds of business success and so the output of a business reasoning.

We should also use the “income” variable to see the different type of classes they have within their data set. We should break this category into three tiers: low-income, middle-income, and high-income brackets to acquire more specific information for targeting campaigns to the varying income classes that are useful in this data set. As the two campaigns did very well and were closely related to in-store purchases we need to see the specifics of why these campaigns were successful. On the other hand, we need to investigate the failure of purchases from the other campaigns and lean away from repeating these tactics again to not be wasteful in budgeting and marketing resources.

We also highly advise personalizing the communications, deals, and preferences with more specific characteristics for personnel. I would say that more specific marketing should be based on a customer demographic: education level, marital status, income level, and age, for example, to have a more pinpointed approach with advertising. This could be evident with doing more in-depth analysis of why one campaign was more successful to another, based on who saw it and made a purchase. We need to investigate performing A/B testing to increase deals. Using resources more effectively with data analysis leads to efficient marketing tactics for increased Return on investment for marketing budgets.

Part 1b - Descriptive - US vs rest of world

Motivation

We intend to find if there is any significance in demographics with purchasing behavior between the U.S. and the rest of the world. This is extremely vital for the marketing department due to attaining an overview of which region in the world purchases more and how to more effectively allocate budget and effort with different strategies.

Method

Our approach was to aggregate the columns which included: purchases made in store, catalog purchases, purchases through deals, and web purchases. From there, we created dummy variables with 1 and 0. If the country was US, we would place a 1, and if not, we would input a 0. We compared the two different categories with our explanatory variable of using the dummy variable for the country and our response will be the total purchases. To find out statistical significance, we will calculate the 95% interval for the difference in means.

H0: U.S. Total Purchases <= Rest of the world Ha: U.S. Total Purchases > Rest of the world

Mechanics

# Aggregate total purchases
cat_num_cols$Total_Purch <- cat_num_cols$NumDealsPurchases + cat_num_cols$NumWebPurchases + cat_num_cols$NumCatalogPurchases + cat_num_cols$NumStorePurchases

# Create sub df for analysis for US customers and Rest of world
us_customer <- cat_num_cols[which(cat_num_cols$Country_US==1),]
world_customer <- cat_num_cols[-which(cat_num_cols$Country_US==1),]

# Observations & Mean of purchases & Standard deviation of US-Customer
n_us <- nrow(us_customer)
mean_us <- mean(us_customer$Total_Purch)
sd_us <- sd(us_customer$Total_Purch)

# Observations & Mean of purchases & Standard deviation of World
n_world <- nrow(world_customer)
mean_world <- mean(world_customer$Total_Purch)
sd_world <- sd(world_customer$Total_Purch)

# Calculate pooled variance
sp = ((n_us-1)*sd_us^2 + (n_world-1)*sd_world^2) / (n_us+n_world-2)

# Calculate margin of error
margin <- qt(0.975,df=n_us+n_world-1)*sqrt(sp/n_us + sp/n_world)

#calculate lower and upper bounds of confidence interval
low <- (mean_world-mean_us) - margin
high <- (mean_world-mean_us) + margin

Message

The 95% confidence interval for the true difference in population means is between -2.9700892 and 0.0094266

We saw that the U.S. and the rest of the world are not significantly different in terms of total purchases made. This was made through calculating the confidence intervals of the difference in means for the two different categories. Because our 95% confident interval included 0, we were able to see that there was no significant difference between total purchases made in the U.S. and the rest of the world. With the included box plot visual, you can see that they are very similar to each other with its boxplot graphing.

Average Purchases per country

library(plotly)

fig <- plot_ly(y = us_customer$Total_Purch, type = "box", name="US") %>%
        layout(title = 'Average Purchases per Country', plot_bgcolor = "#e5ecf6",xaxis = list(title = 'Country'),yaxis = list(title = 'Average Purchases'))
fig <- fig %>% add_trace(y = world_customer$Total_Purch, name='Rest of world') 
fig

ggplot(data=mark_test,aes(x=MntWines, y=MntMeatProducts))+ geom_point()

Part 1c - Descriptive - Gold vs non-Gold

Motivation c)

Our motivation with this analysis is to see if people who bought gold above the average purchase in store more often those who did not. This information could prove useful to categorize customers into different labels for seeing the projection of customers buying habits.

Mechanics

#calculating the mean for gold purchasers and store purchasers
MntGoldProds.mean <- mean (cat_num_cols$MntGoldProds)
MntGoldProds.std <- sd (cat_num_cols$MntGoldProds)

NumStorePurchases.mean <- mean (cat_num_cols$NumStorePurchases)
NumStorePurchases.std <- sd (cat_num_cols$NumStorePurchases)

print (MntGoldProds.mean)
## [1] 43.96525
print (NumStorePurchases.mean)
## [1] 5.800993
for (i in 1:nrow(cat_num_cols)){
  if (cat_num_cols$MntGoldProds[i] > MntGoldProds.mean){
    if (cat_num_cols$NumStorePurchases[i] > NumStorePurchases.mean){
      cat_num_cols$test[i] <- c("CONSERVATORY")} else     {cat_num_cols$test[i] <- c("TECH")
      }
         }   else {cat_num_cols$test[i] <- c("LOWER")}
  }


which (cat_num_cols$test == 'LOWER')  
##    [1]    2    3    4    5    6    7    8    9   10   11   12   13   14   16
##   [15]   17   19   21   22   23   25   26   27   28   29   31   32   33   34
##   [29]   35   36   37   38   40   41   42   45   46   47   48   49   53   54
##   [43]   55   57   59   60   61   62   63   66   68   69   70   71   73   75
##   [57]   76   77   80   81   82   84   85   86   87   89   91   92   93   96
##   [71]   97   98  100  101  105  107  108  110  111  113  114  115  119  120
##   [85]  122  124  125  126  127  128  129  130  133  136  137  138  139  140
##   [99]  141  143  145  146  147  148  150  151  152  153  154  155  156  157
##  [113]  159  160  161  162  163  165  167  168  170  171  173  174  175  176
##  [127]  178  179  180  182  183  184  185  186  190  194  195  196  197  198
##  [141]  200  201  202  206  207  209  210  211  212  213  215  218  219  220
##  [155]  221  222  223  224  225  226  227  228  229  230  231  232  235  240
##  [169]  241  243  244  245  246  247  248  249  250  251  252  253  254  255
##  [183]  259  261  262  263  264  265  267  270  272  274  275  278  280  281
##  [197]  283  284  285  286  287  288  289  290  291  292  294  296  297  298
##  [211]  299  300  301  302  303  304  305  307  309  310  312  314  315  316
##  [225]  317  318  319  320  321  322  324  325  328  329  330  331  332  334
##  [239]  336  337  338  340  341  342  343  344  346  347  349  350  351  354
##  [253]  355  357  358  359  360  362  363  364  365  367  368  369  371  372
##  [267]  373  376  379  381  384  385  386  387  388  389  390  392  393  394
##  [281]  395  396  397  398  399  400  401  403  404  405  407  408  409  410
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##  [337]  469  471  472  473  476  477  479  480  482  483  484  485  486  487
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##  [365]  515  520  521  522  523  524  525  526  527  528  529  531  533  535
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##  [393]  554  555  556  557  559  560  561  562  563  564  565  566  567  568
##  [407]  570  572  573  575  576  577  578  579  581  582  583  584  585  586
##  [421]  587  588  592  594  595  596  597  598  599  600  601  602  603  604
##  [435]  605  606  607  608  609  610  611  613  615  616  617  618  621  623
##  [449]  629  630  633  635  638  639  640  641  642  643  644  645  648  649
##  [463]  651  652  653  654  655  656  657  658  662  663  664  666  667  671
##  [477]  674  675  676  678  681  682  683  684  685  686  687  688  689  691
##  [491]  692  694  695  697  698  700  702  705  707  708  710  712  713  716
##  [505]  718  719  721  722  723  725  726  728  729  730  731  732  734  736
##  [519]  739  744  746  747  748  749  750  751  761  762  763  764  765  766
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##  [547]  787  788  789  791  792  793  794  798  799  800  802  803  804  807
##  [561]  808  809  810  811  812  813  814  815  817  818  820  821  822  826
##  [575]  828  829  830  831  836  837  839  841  842  844  846  847  848  849
##  [589]  850  853  854  855  857  858  859  860  861  863  865  867  868  869
##  [603]  870  871  872  874  875  878  881  882  886  887  889  890  892  894
##  [617]  895  896  897  898  899  901  902  904  905  907  908  910  911  912
##  [631]  918  919  921  923  924  925  927  932  933  936  938  939  940  941
##  [645]  942  943  946  949  950  951  952  955  956  959  960  961  962  963
##  [659]  964  965  966  968  969  970  973  974  977  979  980  982  983  984
##  [673]  985  988  989  991  992  993  996  997  999 1000 1001 1002 1003 1005
##  [687] 1006 1007 1008 1009 1011 1012 1014 1015 1016 1017 1018 1019 1020 1021
##  [701] 1024 1025 1026 1029 1030 1032 1033 1034 1035 1037 1039 1041 1042 1043
##  [715] 1044 1045 1048 1050 1051 1052 1053 1056 1057 1058 1061 1065 1066 1067
##  [729] 1069 1071 1074 1076 1077 1078 1079 1081 1082 1083 1084 1085 1086 1087
##  [743] 1088 1091 1092 1093 1094 1095 1096 1097 1098 1100 1101 1102 1104 1107
##  [757] 1108 1109 1111 1112 1113 1115 1116 1119 1120 1122 1123 1124 1125 1126
##  [771] 1127 1129 1130 1131 1133 1134 1135 1136 1137 1138 1139 1140 1142 1143
##  [785] 1144 1145 1146 1148 1149 1150 1152 1153 1154 1155 1158 1159 1160 1162
##  [799] 1163 1164 1165 1166 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177
##  [813] 1179 1180 1181 1182 1185 1188 1190 1191 1192 1193 1194 1195 1196 1197
##  [827] 1198 1199 1203 1204 1205 1207 1208 1209 1210 1211 1212 1213 1215 1217
##  [841] 1218 1219 1220 1221 1222 1223 1224 1226 1227 1228 1229 1233 1234 1235
##  [855] 1236 1237 1239 1240 1243 1246 1248 1250 1251 1252 1253 1255 1256 1258
##  [869] 1259 1260 1262 1264 1265 1267 1270 1273 1274 1275 1278 1279 1280 1281
##  [883] 1282 1284 1287 1288 1290 1295 1298 1299 1300 1301 1302 1303 1305 1306
##  [897] 1307 1312 1314 1315 1319 1323 1324 1325 1326 1327 1328 1330 1331 1332
##  [911] 1333 1334 1335 1336 1337 1338 1340 1341 1344 1345 1346 1347 1349 1351
##  [925] 1352 1354 1355 1356 1357 1358 1359 1360 1361 1363 1364 1365 1366 1367
##  [939] 1368 1369 1371 1372 1375 1376 1377 1378 1379 1380 1381 1384 1386 1388
##  [953] 1389 1390 1391 1392 1393 1394 1396 1397 1401 1402 1403 1404 1407 1408
##  [967] 1409 1410 1411 1412 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423
##  [981] 1424 1425 1426 1429 1430 1433 1434 1435 1436 1437 1439 1440 1441 1443
##  [995] 1444 1445 1446 1447 1448 1452 1453 1454 1455 1456 1459 1460 1461 1462
## [1009] 1463 1466 1467 1468 1469 1470 1471 1473 1474 1475 1476 1477 1478 1480
## [1023] 1481 1482 1485 1488 1489 1492 1495 1498 1501 1502 1503 1506 1507 1508
## [1037] 1509 1511 1513 1515 1516 1517 1519 1520 1522 1524 1527 1528 1529 1530
## [1051] 1533 1534 1536 1538 1539 1540 1541 1542 1544 1545 1546 1547 1548 1549
## [1065] 1550 1551 1552 1555 1557 1559 1560 1561 1562 1563 1564 1565 1566 1567
## [1079] 1569 1570 1571 1572 1574 1575 1576 1577 1578 1579 1580 1582 1583 1587
## [1093] 1588 1589 1590 1591 1592 1593 1594 1595 1597 1598 1600 1601 1602 1604
## [1107] 1605 1606 1608 1609 1610 1612 1613 1615 1616 1617 1618 1619 1622 1623
## [1121] 1624 1627 1629 1630 1633 1634 1635 1636 1637 1638 1639 1640 1641 1643
## [1135] 1645 1647 1648 1649 1650 1651 1652 1653 1654 1656 1659 1660 1661 1662
## [1149] 1663 1665 1666 1667 1669 1676 1677 1678 1679 1680 1681 1682 1685 1686
## [1163] 1687 1688 1689 1690 1691 1693 1696 1697 1698 1700 1701 1702 1704 1705
## [1177] 1708 1709 1710 1711 1714 1715 1716 1718 1719 1720 1721 1722 1723 1724
## [1191] 1726 1728 1730 1733 1734 1736 1737 1738 1739 1740 1741 1742 1745 1748
## [1205] 1750 1751 1752 1754 1755 1756 1758 1759 1760 1761 1762 1763 1764 1765
## [1219] 1766 1767 1768 1769 1771 1774 1775 1777 1779 1781 1782 1785 1786 1787
## [1233] 1788 1791 1792 1793 1794 1796 1799 1800 1802 1803 1805 1806 1809 1814
## [1247] 1815 1816 1817 1818 1819 1821 1824 1826 1828 1830 1831 1832 1833 1835
## [1261] 1837 1838 1839 1840 1841 1842 1844 1845 1846 1850 1851 1852 1854 1856
## [1275] 1857 1858 1859 1864 1865 1866 1868 1869 1870 1871 1872 1873 1876 1877
## [1289] 1878 1879 1880 1882 1883 1884 1885 1886 1887 1888 1891 1892 1893 1894
## [1303] 1896 1900 1901 1902 1903 1904 1906 1907 1908 1909 1910 1911 1914 1916
## [1317] 1917 1919 1920 1921 1922 1923 1925 1926 1928 1931 1932 1933 1934 1937
## [1331] 1938 1939 1940 1941 1942 1943 1946 1947 1948 1951 1953 1954 1955 1956
## [1345] 1958 1961 1962 1963 1965 1967 1968 1969 1970 1972 1975 1977 1978 1981
## [1359] 1982 1984 1985 1986 1987 1988 1989 1992 1993 1995 1996 1997 1998 1999
## [1373] 2000 2001 2002 2003 2004 2005 2006 2007 2009 2010 2011 2012 2013 2014
## [1387] 2016 2019 2021 2022 2026 2027 2029 2030 2031 2033 2034 2036 2037 2038
## [1401] 2039 2040 2043 2045 2046 2048 2049 2050 2051 2052 2053 2054 2055 2058
## [1415] 2059 2063 2065 2066 2067 2068 2069 2070 2072 2073 2078 2079 2080 2081
## [1429] 2082 2083 2084 2087 2090 2092 2094 2095 2097 2098 2099 2100 2102 2105
## [1443] 2106 2107 2108 2109 2110 2113 2114 2115 2116 2118 2119 2120 2121 2122
## [1457] 2124 2125 2126 2127 2128 2130 2131 2132 2133 2134 2135 2136 2137 2139
## [1471] 2140 2142 2143 2147 2148 2152 2155 2157 2158 2159 2160 2161 2162 2164
## [1485] 2165 2167 2168 2169 2170 2173 2174 2177 2180 2182 2183 2184 2185 2186
## [1499] 2187 2188 2190 2191 2192 2193 2194 2196 2198 2200 2201 2202 2206 2207
## [1513] 2208 2209 2210 2211 2213 2214 2216
cat_num_cols[which (cat_num_cols$test == 'LOWER') , ]
##      Education_2n Cycle Education_Basic Education_Graduation Education_Master
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##      Country_SP Country_US    ID Year_Birth Income Kidhome Teenhome Recency
## 2             0          1  2174       1954  46344       1        1      38
## 3             0          1  4141       1965  71613       0        0      26
## 4             0          1  6182       1984  26646       1        0      26
## 5             0          1  5324       1981  58293       1        0      94
## 6             0          1  7446       1967  62513       0        1      16
## 7             0          1   965       1971  55635       0        1      34
## 8             0          1  6177       1985  33454       1        0      32
## 9             0          1  4855       1974  30351       1        0      19
## 10            0          1  5899       1950   5648       1        1      68
## 11            0          1   387       1976   7500       0        0      59
## 12            0          1  2125       1959  63033       0        0      82
## 13            0          1  8180       1952  59354       1        1      53
## 14            0          1  2569       1987  17323       0        0      38
## 16            0          1  9736       1980  41850       1        1      51
## 17            0          1  4939       1946  37760       0        0      20
## 19            0          1  2278       1985  33812       1        0      86
## 21            0          1  5376       1979   2447       1        0      42
## 22            0          1  1993       1949  58607       0        1      63
## 23            0          1  4047       1954  65324       0        1       0
## 25            0          1  7892       1969  18589       0        0      89
## 26            0          1  2404       1976  53359       1        1       4
## 27            0          0  9422       1989  38360       1        0      26
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## 31            0          0  5710       1970  40548       0        1      31
## 32            0          0  7373       1952  46610       0        2       8
## 33            0          0  8755       1946  68657       0        0       4
## 34            0          0 10738       1951  49389       1        1      55
## 35            0          0  4339       1970  67353       0        1      37
## 36            0          0 10755       1976  23718       1        0      76
## 37            0          0  8595       1973  42429       0        1      99
## 38            0          0  2968       1943  48948       0        0      53
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## 45            0          0  7286       1968  41728       1        0      92
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## 47            0          0  8614       1957  65486       0        1      29
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## 54            0          0  7437       1988  27938       1        0      31
## 55            0          0  8375       1968  55954       0        1      63
## 57            0          0  3076       1975  66653       1        1      18
## 59            0          0  6518       1951  67680       0        1       8
## 60            0          0  4137       1948  70666       0        0      29
## 61            0          0  8082       1971  25721       1        0      75
## 62            0          0  1386       1967  32474       1        1       0
## 63            0          0  9369       1979  88194       0        1      19
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## 80            0          0  5268       1960  29440       1        1      95
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## 82            0          0  4452       1957  50388       0        1       3
## 84            0          0   771       1967  54178       0        1      79
## 85            0          0 11178       1972  42394       1        0      69
## 86            0          0  2230       1970  23626       1        0      84
## 87            0          0  7516       1983  30096       1        0      30
## 89            0          0 11100       1972  51813       1        1      37
## 91            0          0  3037       1983  50150       0        0      32
## 92            0          0  1473       1960  47823       0        1       0
## 93            0          0  1016       1959  34554       0        1      43
## 96            0          0  8908       1959  87195       0        0      35
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## 98            0          0  7533       1964  49096       1        1      15
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## 110           0          0  5234       1967  30753       1        1      85
## 111           0          0  9862       1969  21918       1        0      37
## 113           0          0  6205       1967  32557       1        0      13
## 114           0          0  8442       1985  19510       2        0      63
## 115           0          0  7386       1976  30992       1        0      83
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## 122           0          0   433       1958  61331       1        1      42
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## 128           0          0  7660       1973  35860       1        1      37
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## 147           0          0  9283       1978  60199       1        2      49
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## 150           0          0  2795       1958  30523       2        1       0
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## 162           0          0  1349       1970  50447       2        0       4
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## 212           0          0  4785       1970  77622       0        2       3
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## 227           0          0  9449       1958  79761       0        1      32
## 228           0          0  7297       1973   7500       1        0      54
## 229           0          0 11004       1893  60182       0        1      23
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## 231           0          0  9940       1958  64961       0        1      97
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## 235           0          0  7411       1964  31686       1        1      31
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## 241           0          0  6340       1985  29938       1        0      52
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## 248           0          0  2661       1964  18701       1        1      95
## 249           0          0  3153       1957  40737       2        1      24
## 250           0          0 10264       1979  15287       1        0      60
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## 252           0          0  4200       1970  44159       1        0      85
## 253           0          0  9396       1978  37717       1        0      31
## 254           0          0  2387       1952  43776       1        1       9
## 255           0          0  6690       1966  38179       1        1      30
## 259           0          0  4557       1970  22070       1        0      11
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## 263           0          0  6336       1960  29315       1        1      55
## 264           0          0 10967       1963  33378       1        1      38
## 265           0          0  2304       1963  66313       0        1      86
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## 272           0          0  8652       1946  37760       0        0      20
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## 275           0          0  9974       1974  30631       1        0      75
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## 280           0          0  9262       1984  32414       0        0      11
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## 305           1          0  2392       1972  40321       1        1      59
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## 324           1          0  7381       1968  75693       0        0      10
## 325           1          0  4099       1972  30675       1        0      14
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## 336           1          0  8842       1971  30372       1        1      33
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## 344           1          0  2061       1955  50737       0        1      61
## 346           1          0  6142       1943  65073       0        0      65
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## 350           1          0  2958       1978  28442       2        0      53
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## 355           1          0  4432       1976  31615       1        0      82
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## 360           1          0  2557       1970  29548       1        0      52
## 362           1          0  1519       1972  38578       1        1       2
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## 379           1          0  5642       1979  62499       1        0       0
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## 395           1          0  8890       1971  65808       1        1       1
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## 400           1          0  7030       1955  66465       0        1       1
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## 405           1          0  5067       1994  80134       0        0      11
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## 410           1          0  6528       1982  18492       1        0      75
## 412           1          0  6932       1941  93027       0        0      77
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## 416           1          0  5987       1989  10404       1        0      52
## 418           1          0  3725       1961  84865       0        0       1
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## 423           1          0  9347       1956  50943       0        1      49
## 424           1          0  9699       1966  67272       0        1      12
## 425           1          0 10664       1949  51529       0        1      14
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## 428           1          0  5012       1989  28691       1        0      56
## 429           1          0  7495       1948  56223       0        1      72
## 430           1          0  5029       1946  18100       0        0      14
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## 432           1          0  2106       1974  20130       0        0      99
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## 434           1          0  5954       1972  42618       1        0      92
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## 438           1          0  2276       1955  57959       0        1      71
## 439           1          0  2807       1969  56796       0        1      24
## 440           1          0  6471       1971  36230       1        0      17
## 441           1          0  6131       1980  70829       1        1      87
## 442           1          0  6233       1976  65991       0        1      21
## 443           1          0  4148       1972  38988       1        2      90
## 446           1          0  7540       1952  50300       0        1      52
## 447           1          0 10648       1982  66664       0        0      78
## 450           1          0  8594       1958  50520       0        1      25
## 452           1          0  2815       1975  33183       1        0      46
## 453           1          0  2416       1969  66582       0        0      83
## 454           1          0  7999       1955  75261       0        0      17
## 455           1          0  9213       1970  31880       1        0      13
## 456           1          0  9697       1951  53790       0        2      86
## 459           1          0  1581       1980  37406       1        0      18
## 460           1          0   564       1981  56937       1        0      81
## 461           1          0  6619       1978  38415       1        1      91
## 462           1          0  9081       1988  20518       1        0      58
## 464           1          0   916       1972  41644       1        1      67
## 465           1          0  5512       1977  55842       0        1      19
## 468           1          0  5300       1973  38961       1        0      60
## 469           1          0  5154       1972  37760       1        0      54
## 471           1          0  1676       1975  43057       0        1      30
## 472           1          0  9286       1960  83151       0        0      93
## 473           1          0  2426       1964  78825       0        0      35
## 476           1          0  3436       1969  14045       1        0      24
## 477           1          0  3921       1952  28457       0        0      96
## 479           1          0    22       1976  46310       1        0      99
## 480           1          0 10965       1955  76005       0        0      72
## 482           1          0  6605       1944  55614       0        0      85
## 483           1          0  3136       1962  59432       0        1      88
## 484           1          0  8737       1978  55563       0        1      22
## 485           1          0 11088       1971  78642       0        1      83
## 486           1          0   716       1949  67911       0        1      63
## 487           1          0   466       1944  65275       0        0       9
## 488           1          0  9135       1950  27203       1        1      92
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## 492           1          0 10160       1956  50943       0        1      49
## 494           1          0 10584       1976  65665       0        1      77
## 496           1          0  3386       1992  34935       0        0      71
## 498           1          0  9925       1981  39665       1        0      97
## 500           1          0  5389       1964  48920       0        2      93
## 503           1          0   203       1975  81169       0        0      47
## 504           1          0 11025       1961  36443       1        1       9
## 505           1          0 10203       1990  26095       1        0      77
## 507           1          0  3711       1944  80184       0        0      19
## 508           1          0  3696       1965  30630       1        1      67
## 513           1          0  2258       1986  32880       1        0      76
## 514           1          0  4322       1958  77863       0        0      20
## 515           1          0   713       1977  50353       0        0      72
## 520           1          0  4769       1977  57954       1        1      52
## 521           1          0  4437       1962  65316       1        1      65
## 522           1          0  8724       1982  28567       1        0      57
## 523           1          0 10741       1951  47352       0        1      70
## 524           1          0  1991       1967  44931       0        1       0
## 525           1          0  6931       1967  76982       0        0      19
## 526           1          0 11096       1952  57247       0        1      50
## 527           1          0   304       1981  22944       1        0      67
## 528           1          0  3665       1977  25315       1        0      46
## 529           1          0 10591       1969  43638       0        1      37
## 531           1          0  5547       1982  84169       0        0       9
## 533           1          0  8541       1990  24683       1        0      98
## 535           1          0  4368       1980  47850       1        0      72
## 536           1          0  9671       1968  19514       1        1      47
## 537           1          0  2256       1973  27159       1        1      33
## 538           1          0  4279       1963  39548       1        1      87
## 539           1          0  5371       1989  21474       1        0       0
## 540           1          0  9240       1971  60504       0        1      73
## 541           1          0  9460       1963  22419       0        0      74
## 543           1          0  8692       1952  43462       1        1      50
## 546           1          0  8420       1970  15315       0        0      27
## 547           1          0  3174       1959  87771       0        1      61
## 548           1          0  7685       1978  33039       1        0       4
## 549           1          0  3179       1980  81741       0        0      75
## 550           1          0  9780       1971  71499       0        1      12
## 552           1          0 10232       1963  48799       0        1       9
## 553           1          0  4184       1950  52157       0        1      48
## 554           1          0  9120       1962  66565       0        1      80
## 555           1          0   891       1951  29298       1        1      60
## 556           1          0 10381       1979  47691       0        1      43
## 557           1          0  3525       1970  38200       1        1      19
## 559           1          0  3526       1968  38443       1        1      58
## 560           1          0  8181       1978  38593       1        0      42
## 561           1          0  1029       1970  64413       0        1      27
## 562           1          0  7369       1981  36959       1        0      56
## 563           1          0  2574       1977  61996       0        1      27
## 564           1          0  8159       1968  51287       1        1      10
## 565           1          0  1160       1970  13260       1        1      48
## 566           1          0 10242       1966  47472       1        1      39
## 567           1          0  5253       1956  54603       1        1      85
## 568           1          0  5966       1974  45207       1        1      64
## 570           1          0  5081       1967  47821       1        1      54
## 572           1          0  5756       1983  39453       1        0      64
## 573           1          0  8036       1971  26850       1        1      10
## 575           1          0  5057       1961  61794       0        1      74
## 576           1          0   254       1955  53863       0        1       4
## 577           1          0  4179       1959  24221       0        0      94
## 578           1          0  3710       1984  39684       1        0      41
## 579           1          0  7627       1975  92163       0        0      25
## 581           1          0  6424       1977  33178       1        0       9
## 582           1          0  3075       1972  59973       0        0      47
## 583           1          0  4992       1975  17459       1        0      12
## 584           1          0  5252       1969  23910       1        0      80
## 585           1          0  7444       1969  42169       1        1      20
## 586           1          0  6919       1978  26224       1        0      39
## 587           1          0  3537       1981  31089       1        0      57
## 588           1          0 10277       1961  30081       0        1      27
## 592           1          0  1177       1966  49618       1        1      77
## 594           1          0  7232       1973  42429       0        1      99
## 595           1          0  8477       1956  26150       2        1      61
## 596           1          0  2457       1975  30801       0        1      23
## 597           1          0   988       1965  81168       0        0      84
## 598           1          0  7930       1969  26877       0        0      74
## 599           1          0  4587       1944  45006       0        0      90
## 600           1          0  6682       1973  18978       1        0      41
## 601           1          0  6222       1967  22574       2        1      28
## 602           1          0 10299       1969  48240       0        0      73
## 603           1          0  3083       1974  45837       1        1      88
## 604           1          0  8953       1965  35791       2        1      94
## 605           1          0  1503       1976 162397       1        1      31
## 606           1          0  8650       1978  54162       1        1      31
## 607           1          0 10862       1960  30522       0        1       6
## 608           1          0  2782       1961  54456       0        1      23
## 609           1          0  6941       1971  31632       0        0      92
## 610           1          0 10972       1949  72298       0        0      52
## 611           1          0 10708       1978  36975       1        0      50
## 613           1          0  3641       1976  13624       1        0      93
## 615           1          0  4299       1960  70971       0        1      28
## 616           1          0  3469       1977  34487       1        1      94
## 617           1          0  5063       1977  28769       1        0      76
## 618           1          0 10727       1970  69084       1        0      43
## 621           1          0  4376       1960  32218       0        0      27
## 623           1          0  8461       1962  46102       2        1       3
## 629           1          0  4149       1948  76140       0        0      57
## 630           1          0  2131       1959  62859       0        1      37
## 633           1          0  4381       1971  46463       1        1      56
## 635           1          0  3376       1970  55282       1        0       9
## 638           1          0  4248       1960  98777       0        0      23
## 639           1          0  6728       1985  29103       1        0      38
## 640           1          0  6661       1974  67445       0        1      63
## 641           1          0  4725       1950  50616       0        1      71
## 642           1          0  3277       1955  49431       0        1       9
## 643           1          0  5555       1975 153924       0        0      81
## 644           1          0  2564       1953  61278       0        1      87
## 645           1          0   946       1958  26490       0        0      92
## 648           1          0    55       1963  56253       0        1      83
## 649           1          0  7093       1985  19986       1        0      74
## 651           1          0  1777       1980  25965       0        0      29
## 652           1          0  8162       1956  14661       0        0      88
## 653           1          0 10826       1959  18690       0        0      77
## 654           1          0  8754       1974  45068       0        1      25
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## 656           1          0 11007       1968  29187       1        0      43
## 657           1          0  7426       1971  54690       1        1      76
## 658           1          0  9153       1964  59304       0        1      81
## 662           0          0  2920       1975  52614       0        1      63
## 663           1          0  6961       1974  26751       2        0      26
## 664           1          0  4673       1963  81300       0        1      17
## 666           0          1  8779       1985  36145       1        0      13
## 667           0          1  9596       1980  65295       0        0      19
## 671           0          1 10120       1955  38946       0        1      84
## 674           0          1  9826       1972  86857       0        0      96
## 675           0          1  1501       1982 160803       0        0      21
## 676           0          1 10767       1989  77845       0        0      40
## 678           0          1  7230       1960  50611       0        1      98
## 681           0          1  9316       1952  13084       0        0      29
## 682           0          1  6379       1949  47570       1        1       3
## 683           0          1  9239       1961  61923       0        2      94
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## 685           0          1  2868       1949  26518       1        1      33
## 686           0          1 10888       1961  45938       0        0      46
## 687           0          1  1277       1960  78468       0        0      29
## 688           0          1  9977       1973  78901       0        1      99
## 689           0          1 10196       1978  71427       2        0      26
## 691           0          1  8029       1988  90247       0        0      27
## 692           0          0   968       1968  41335       1        0      24
## 694           0          0  4472       1970  35682       1        0      34
## 695           0          0  6991       1951  43185       0        1      88
## 697           0          0  4301       1971  35178       1        0      10
## 698           0          0  1940       1986  25252       1        0      26
## 700           0          0  1388       1975  33249       1        0      11
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## 705           0          0  1715       1978  25851       1        0      45
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## 708           0          0  5114       1965  74806       0        1       1
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## 712           0          0  4692       1976   7500       1        0      19
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## 716           0          0 11171       1965  56962       2        1      60
## 718           0          0  5329       1949  35946       1        1      24
## 719           0          0   610       1953  53593       1        1      60
## 721           0          0  5956       1948  45072       1        2      74
## 722           0          0 10430       1973  89694       1        1      22
## 723           0          0  7875       1949  72025       0        0      46
## 725           0          0  6255       1952  70545       0        1      29
## 726           0          0  6516       1989  17487       1        0      37
## 728           0          0  5682       1953  64108       0        1       8
## 729           0          0  7458       1956  34941       1        1      26
## 730           0          0  5237       1950  48767       1        2      79
## 731           0          0  7761       1978  38702       1        0      71
## 732           0          0  5278       1964  82224       0        0      83
## 734           0          0  7235       1975  17003       1        0      37
## 736           0          0  2281       1970  33697       1        0      34
## 739           0          0  7938       1958  51518       0        1      92
## 744           0          0  4012       1972  62220       0        1      55
## 746           0          0 10470       1979  40662       1        0       0
## 747           0          0  6488       1959  38829       0        1      86
## 748           0          0 10270       1981  35523       1        0       8
## 749           0          0  6887       1967  79146       1        1      33
## 750           0          0  6406       1988  78285       0        0      13
## 751           0          0  7573       1978  31626       1        0      12
## 761           0          0  2371       1972  33622       1        1      22
## 762           0          0  4303       1957   6835       0        1      76
## 763           0          0  6825       1953  41452       1        1      86
## 764           0          0  1072       1965  40760       0        1      64
## 765           0          0  4964       1958  74250       0        0      90
## 766           0          0  2461       1955  51124       1        1      79
## 768           0          0  3194       1974  71466       0        0      86
## 769           0          0 10839       1976  36283       1        1      42
## 770           0          0    49       1970  20587       1        0      39
## 771           0          0  4290       1972  30467       1        0       8
## 772           0          0 10219       1972  31590       1        0      40
## 773           0          0  4211       1986  20425       1        0       5
## 774           0          0  1135       1960  17144       1        1      96
## 777           0          0   347       1976  40780       0        1      30
## 779           0          0 10446       1957  82017       0        0      58
## 780           0          0  3479       1950  16813       0        0      49
## 781           0          0 11075       1978  51267       1        1      37
## 783           0          0   199       1962  45183       0        0      33
## 784           0          0  6722       1954  70421       0        1      98
## 786           0          0  3749       1973  73926       0        0      54
## 787           0          0  8523       1968  19329       1        0      39
## 788           0          0   310       1970  61872       0        1      81
## 789           0          0  8629       1956  46984       1        1      71
## 791           0          0  9930       1944  82716       0        0       8
## 792           0          0  3483       1958  48192       0        0      76
## 793           0          0  4599       1976  49681       0        2      66
## 794           0          0  7326       1971  56850       0        1      83
## 798           0          0  2964       1981  26872       0        0       0
## 799           0          0  5585       1972  21359       1        0       1
## 800           0          0  9687       1975  73170       0        0       1
## 802           0          0  6303       1986  91820       0        0      72
## 803           0          0 11176       1970  65968       0        1      12
## 804           0          0  2986       1976  30772       1        1      89
## 807           0          0  7034       1978  25804       1        0      34
## 808           0          0  9493       1980  76412       0        0      15
## 809           0          0  1143       1972  22063       1        0      43
## 810           0          0     1       1961  57091       0        0       0
## 811           0          0  3855       1963  22419       0        0      74
## 812           0          0  5536       1959  87771       0        1      61
## 813           0          0  5989       1959  78353       0        1      51
## 814           0          0  9499       1954  93404       1        2      97
## 815           0          0  6768       1962  37859       1        2      75
## 817           0          0  6646       1984  16529       1        0      23
## 818           0          0  4887       1976  55412       1        1      65
## 820           0          0  3321       1967  56575       0        2      42
## 821           0          0 11003       1980  25130       1        0      10
## 822           0          0 10402       1967  35441       1        1      94
## 826           0          0 10856       1980  45889       0        1      42
## 828           0          0  4186       1950  34026       1        1      11
## 829           0          0   368       1974  40049       0        1      61
## 830           0          0  3312       1988  34176       1        0      12
## 831           0          0 11121       1981  19419       1        0      76
## 836           0          0  2895       1963  49980       0        1      79
## 837           0          0 10262       1980  15072       2        0      96
## 839           0          0  9477       1954  65324       0        1       0
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## 842           0          0  5794       1974  46374       0        1       1
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## 848           0          0  4297       1969  23228       1        0      71
## 849           0          0   807       1969  44602       1        1      35
## 850           0          0  9553       1987   7500       0        0      94
## 853           0          0  2036       1973  57906       0        1      29
## 854           0          0   115       1966  43456       0        1       0
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## 861           0          0   738       1981  42395       1        1      35
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## 882           0          0  8800       1943  48948       0        0      53
## 886           0          0  7037       1974  37087       1        0      50
## 887           0          0   905       1986  21846       1        0      38
## 889           0          0  8945       1970  54137       0        1      46
## 890           0          0  6445       1967  66825       0        0      73
## 892           0          0  6404       1969  58917       1        2      10
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## 896           0          0  6534       1974  47889       1        0      94
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## 898           0          0  7053       1966  78420       0        0      75
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## 901           0          0  1048       1972  35641       1        0      11
## 902           0          0 10619       1994  95529       0        0      29
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## 905           0          0  8362       1982  84169       0        0       9
## 907           0          0  4637       1954  74637       0        0      73
## 908           0          0  9972       1955  46015       1        1      25
## 910           0          0  4487       1969  39858       1        0      67
## 911           0          0  4988       1948  34469       1        1      58
## 912           0          0  8931       1986  83033       1        0      82
## 918           0          0  5303       1974  79632       0        0      42
## 919           0          0   538       1989  46107       1        0      78
## 921           0          0  5692       1989  25443       1        0      82
## 923           0          0  6383       1971  32892       1        0      78
## 924           0          0  1628       1971  71796       0        0      54
## 925           0          0  1204       1970  67536       0        1      45
## 927           0          0   760       1975  60554       1        0       8
## 932           0          0  8700       1986  14906       0        0      86
## 933           0          0  3202       1987  51563       0        0      60
## 936           0          0  6515       1977  39771       1        0      92
## 938           0          0  7574       1979  27922       1        0      80
## 939           0          0  6387       1976  52190       1        1      39
## 940           0          0  5320       1973  44051       1        1      20
## 941           0          0  5048       1971  42767       2        0      53
## 942           0          0  8146       1976  46106       1        1      84
## 943           0          0 10031       1976  16927       1        1      50
## 946           0          0  1523       1973  59041       1        1      25
## 949           0          0  3635       1962  52597       0        1      69
## 950           0          0  3547       1969  41021       1        0      12
## 951           0          0  2456       1975  40233       0        1      84
## 952           0          0  5633       1980  50183       1        1      47
## 955           0          0  7011       1973  33471       1        0      47
## 956           0          0  2620       1974  34596       1        0      48
## 959           0          0  1734       1968  40706       2        1      37
## 960           0          0 10995       1988  15716       1        0       8
## 961           0          0  6357       1959  59052       0        1      29
## 962           0          0  9209       1971  80573       0        0      85
## 963           0          0 10286       1962  83715       0        0       2
## 964           0          0  2611       1959  82576       0        0      66
## 965           0          0  1600       1965  56962       2        1      60
## 966           0          0  3308       1952  35704       1        1      54
## 968           0          0  2166       1960  46779       1        1      55
## 969           0          0  3955       1965   4861       0        0      20
## 970           0          0  6634       1979  33462       1        0      78
## 973           0          0  6872       1974  65352       0        1      43
## 974           0          0  8164       1978  82170       0        0      13
## 977           1          0   453       1956  35340       1        1       1
## 979           1          0  9850       1972  24884       1        0      32
## 980           1          0  7378       1981  42021       1        0      34
## 982           1          0  1640       1954  64587       1        1      49
## 983           1          0  5184       1995  34824       0        0      65
## 984           1          0  8492       1978  75437       0        0      25
## 985           1          0 11188       1957  26091       1        1      84
## 988           1          0 10473       1956  78028       0        1      38
## 989           1          0  7962       1987  95169       0        0       1
## 991           1          0  5527       1987  22434       1        0      25
## 992           1          0  6374       1954  36930       0        1      50
## 993           1          0  7453       1954  36130       0        1      46
## 996           1          0  8975       1968  19514       1        1      47
## 997           1          0  6119       1963  36736       1        1      52
## 999           1          0  5723       1976  49187       0        1      63
## 1000          1          0  1710       1978  30168       1        0      51
## 1001          1          0  1970       1968  34053       0        1      14
## 1002          1          0  5313       1971  38196       1        1      20
## 1003          1          0 10634       1951  59412       0        0      56
## 1005          1          0  8562       1969  54165       0        0      72
## 1006          1          0  3158       1973  32300       1        0       1
## 1007          1          0  4436       1976  20180       0        0      27
## 1008          1          0  5287       1973  34961       1        0      77
## 1009          1          0  2445       1974  28440       1        0      87
## 1011          1          0  4550       1966  33564       0        1      51
## 1012          1          0  4240       1978  17345       1        0      79
## 1014          1          0  3706       1978  28647       1        0      54
## 1015          1          0  3628       1987  15038       1        0      93
## 1016          1          0 10175       1958  32173       0        1       0
## 1017          1          0  8985       1964  68316       0        1      54
## 1018          1          0  5204       1971  74538       0        0      21
## 1019          1          0  9220       1971  91700       0        0      58
## 1020          1          0  9888       1969  68695       0        0       3
## 1021          1          0  5263       1977  31056       1        0      99
## 1024          1          0 10613       1958  37334       1        1      44
## 1025          1          0    67       1972  46423       1        1       6
## 1026          1          0  6019       1971  37126       1        0       9
## 1029          1          0  6730       1954  38998       1        1      92
## 1030          1          0 10749       1991   8028       0        0      62
## 1032          1          0  6287       1986  34728       1        0       2
## 1033          1          0  5985       1965  33168       0        1       0
## 1034          1          0  4754       1966  33585       0        1      91
## 1035          1          0  4002       1960  77037       0        1       3
## 1037          1          0   966       1966  44529       0        1      98
## 1039          1          0  9725       1966  28764       1        1      16
## 1041          1          0  5740       1970  25959       1        1       1
## 1042          1          0  5731       1983  27100       1        0      64
## 1043          1          0  7290       1985  70596       0        0      68
## 1044          1          0  3846       1974  42557       0        1      98
## 1045          1          0  8104       1951  53312       0        0      32
## 1048          1          0  4491       1949  62845       1        1       3
## 1050          1          0  1162       1987  42000       0        0      23
## 1051          1          0  2055       1973  35860       1        1      37
## 1052          1          0 10766       1964  65526       0        1      22
## 1053          1          0  4415       1961  16860       1        1      19
## 1056          1          0  4817       1956  22304       0        0      91
## 1057          1          0  2875       1978  67023       0        0      93
## 1058          1          0 10536       1971  32892       1        0      78
## 1061          1          0  9197       1953  39722       0        1      92
## 1065          1          0   577       1976  26907       1        1      10
## 1066          1          0 10855       1968  50014       1        0       9
## 1067          1          0  3081       1978  41014       1        0      65
## 1069          1          0   247       1971  36715       1        0      16
## 1071          1          0  9523       1982  40479       1        0      95
## 1074          1          0 10914       1970  24163       1        1       3
## 1076          1          0  5577       1983  43776       1        0      77
## 1077          1          0  7348       1958  71691       0        0       0
## 1078          1          0  1127       1973  85844       0        0      62
## 1079          1          0  1833       1974  39190       1        0      91
## 1081          1          0  9080       1972  38578       1        1       2
## 1082          1          0  6466       1965  57236       1        1      22
## 1083          1          0  9964       1979  61825       0        1      56
## 1084          1          0  4790       1958  79803       0        1      54
## 1085          1          0 10245       1986  80910       0        0      71
## 1086          1          0  1109       1982  27590       1        0      38
## 1087          1          0  6001       1979  56775       0        1      62
## 1088          1          0  5538       1975  83829       0        0      78
## 1091          1          0  7409       1970  53187       1        0      66
## 1092          1          0  4444       1972  30023       1        0      28
## 1093          1          0   146       1960  76045       0        0      78
## 1094          1          0  6271       1952  50870       0        1      13
## 1095          1          0 10065       1970  15315       0        0      27
## 1096          1          0  4741       1974  65463       1        0      17
## 1097          1          0   246       1965  66480       1        1      71
## 1098          1          0   375       1954  76773       0        0      79
## 1100          1          0 10022       1973  54466       1        1      78
## 1101          1          0  7451       1960  98777       0        0      23
## 1102          1          0 11010       1984  16269       1        0      75
## 1104          1          0  3885       1983  33569       1        0      10
## 1107          1          0  2320       1978  47025       0        1      98
## 1108          1          0   850       1968  70566       0        1       4
## 1109          1          0  4713       1979  31605       1        0      15
## 1111          1          0  5025       1979  48526       1        0      32
## 1112          1          0  2308       1954  46734       0        1      40
## 1113          1          0  5995       1962  39552       1        1      54
## 1115          1          0  1010       1977  46931       2        1      94
## 1116          1          0  8977       1985  16581       0        0      51
## 1119          1          0   606       1967  25930       1        1      87
## 1120          1          0  5961       1978  42693       1        0      29
## 1122          1          0  2894       1985  72903       0        0      74
## 1123          1          0  7613       1974  49669       1        0      97
## 1124          1          0 10542       1968  36778       1        1      63
## 1125          1          0  8015       1962  85696       0        0      88
## 1126          1          0 10617       1989  10979       0        0      34
## 1127          1          0 11166       1961  49678       0        1      81
## 1129          1          0   523       1989  37155       1        0      51
## 1130          1          0  4066       1978  21282       1        0      76
## 1131          1          0  8414       1962  33419       0        1      76
## 1133          1          0  4961       1974  21255       1        0      56
## 1134          1          0   749       1981  42162       1        0      31
## 1135          1          0  5430       1956  54450       1        1       0
## 1136          1          0  7755       1954  57744       0        1      91
## 1137          1          0 10525       1986  26576       1        0      40
## 1138          1          0  1453       1943  57513       0        0      59
## 1139          1          0  8310       1964  68142       0        1      96
## 1140          1          0 10710       1979   7500       0        1      61
## 1142          1          0  2613       1960  54197       0        1      16
## 1143          1          0   213       1963  23091       1        1      98
## 1144          1          0   967       1976  46049       1        1      11
## 1145          1          0  1077       1974  56715       0        0      52
## 1146          1          0  7959       1961  79410       0        0      19
## 1148          1          0  4252       1965  44375       0        1      73
## 1149          1          0  8432       1956  54450       1        1       0
## 1150          1          0  6218       1965  59594       0        1      74
## 1152          1          0  5922       1974  40344       0        1      48
## 1153          1          0  3598       1972  62710       0        1      53
## 1154          1          0  6116       1968  48985       0        1      13
## 1155          1          0  6263       1968  35322       1        2      34
## 1158          1          0   193       1996  14421       0        0      81
## 1159          1          0  3363       1974  20130       0        0      99
## 1160          1          0  8278       1990  74214       0        0       3
## 1162          1          0  8686       1979  23724       1        0      65
## 1163          1          0  1604       1960  47353       0        1      93
## 1164          1          0  5907       1952  33444       1        1      24
## 1165          1          0 10669       1981  54386       0        1       8
## 1166          1          0  2918       1981  28510       1        1      72
## 1168          1          0   359       1950  48070       0        1      33
## 1169          1          0  8387       1957  43140       0        1      68
## 1170          1          0  1829       1961  54959       0        1      55
## 1171          1          0  3839       1958  15056       1        1      76
## 1172          1          0  9392       1971  26954       1        0      17
## 1173          1          0  2292       1985  22327       1        0      94
## 1174          1          0 10466       1965  44393       1        1      86
## 1175          1          0  9855       1952  62000       0        1      25
## 1176          1          0  4088       1962  31497       0        1      22
## 1177          1          0  5231       1974  45894       0        2      15
## 1179          1          0  8732       1969  67369       0        1      81
## 1180          1          0  2315       1960  58401       0        1      55
## 1181          1          0  3515       1952  62307       0        1      94
## 1182          1          0  2245       1969  43641       1        1      50
## 1185          1          0  6606       1969  70091       1        0      11
## 1188          1          0   837       1977  54809       1        1       0
## 1190          1          0  3602       1958  51412       0        1      42
## 1191          1          0   234       1979  15287       1        0      60
## 1192          1          0  2995       1957  66636       0        0      64
## 1193          1          0  1118       1956  50965       0        1      87
## 1194          1          0  7789       1965  84618       0        0      96
## 1195          1          0  3068       1990  18351       0        0       1
## 1196          1          0  8955       1957  40451       0        2      54
## 1197          1          0   945       1965  36317       0        1      53
## 1198          1          0  5644       1957  42213       0        1      96
## 1199          1          0  7192       1955  65748       0        1      58
## 1203          1          0  1506       1975  42160       1        1      26
## 1204          1          0   232       1965  61559       0        1       8
## 1205          1          0  8876       1963  33629       1        1      49
## 1207          1          0  9739       1963  34377       0        1      55
## 1208          1          0 10395       1986   8940       1        0      25
## 1209          1          0  1176       1973  26228       1        0      50
## 1210          1          0  1627       1957  77297       0        0      84
## 1211          1          0   938       1981  40211       1        1      30
## 1212          1          0  2740       1958  33438       1        1      81
## 1213          1          0   257       1959  75032       0        1      74
## 1215          1          0  7736       1986  22518       1        0      36
## 1217          1          0   833       1955  38452       1        1      62
## 1218          1          0  6230       1971  44421       1        1      53
## 1219          1          0  7325       1986  38197       1        0      86
## 1220          1          0  1307       1978  41986       0        1      15
## 1221          1          0  1502       1983  28427       1        0      67
## 1222          1          0  6211       1976  37395       1        0      47
## 1223          1          0   843       1971  64722       1        0      47
## 1224          1          0  4174       1956  55249       0        1      81
## 1226          1          0  6918       1989  28691       1        0      56
## 1227          1          0   286       1952  44213       1        1      48
## 1228          1          0 11086       1984  25707       1        0      18
## 1229          1          0  1921       1967  59062       2        1      74
## 1233          1          0  6862       1971   1730       0        0      65
## 1234          1          0  4136       1992   7500       1        0      63
## 1235          1          0   803       1968  40521       1        1      82
## 1236          1          0  4298       1973  20427       1        0      63
## 1237          1          0 10833       1975  65106       0        1      55
## 1239          1          0  8534       1952  67433       0        2      51
## 1240          1          0  5153       1967  77766       0        1      97
## 1243          1          0  6653       1970  55158       1        1      72
## 1246          1          0  5493       1976  39356       1        1      21
## 1248          1          0  5107       1973  35860       1        1      37
## 1250          1          0  6049       1982  73450       0        0      85
## 1251          1          0  8147       1960  31454       1        1      40
## 1252          1          0  1857       1952  47139       1        1       2
## 1253          1          0  3910       1975  83829       0        0      78
## 1255          1          0 11114       1970  19656       1        0      94
## 1256          1          0  5429       1948  45579       0        1      10
## 1258          1          0  1740       1944  55956       0        0      22
## 1259          1          0  7488       1963  64191       0        1      30
## 1260          1          0   195       1972  38808       1        0      21
## 1262          1          0  7527       1968  23748       1        0      97
## 1264          1          0  2296       1975  37368       1        0       4
## 1265          1          0 10637       1964  40800       1        2      77
## 1267          1          0   907       1975  46149       0        1      36
## 1270          1          0   679       1957  37633       1        1      49
## 1273          1          0  5267       1970  33986       1        0      43
## 1274          1          0   339       1972  57091       0        1      82
## 1275          1          0  2516       1969  46831       1        1      84
## 1278          1          0  4808       1956  15759       0        0      12
## 1279          1          0  5068       1971  22804       1        0      75
## 1280          1          0  7628       1973  43050       1        0      10
## 1281          1          0  7128       1977  42997       1        1      91
## 1282          1          0  2811       1963  48918       1        1      21
## 1284          1          0  1663       1978  34043       1        0      97
## 1287          1          0 10641       1978   7500       1        1       5
## 1288          1          0  5336       1971 157733       1        0      37
## 1290          1          0  1878       1985  23148       0        0      83
## 1295          1          0  4394       1965  81051       0        0      43
## 1298          1          0  4603       1960  65695       0        1      50
## 1299          1          0  8427       1956  64857       0        0      78
## 1300          1          0 10260       1965  45143       0        1      74
## 1301          1          0  7143       1955  74805       0        1      14
## 1302          1          0  8789       1989  59060       1        0      77
## 1303          1          0  6197       1962  27238       1        1      39
## 1305          1          0  4937       1973  46094       1        1      62
## 1306          1          0  1920       1972  40321       1        1      59
## 1307          1          0  8749       1984  37235       1        0      68
## 1312          1          0  6398       1974  18393       1        0       2
## 1314          1          0  7937       1982  24711       0        0      86
## 1315          1          0   839       1975  45503       1        0      54
## 1319          1          0  5621       1969  48752       1        1       8
## 1323          1          0 11039       1975  51948       0        1      51
## 1324          1          0  9495       1982  71853       0        0      29
## 1325          1          0  9635       1983  35876       0        0      13
## 1326          1          0  2173       1952  40049       0        1      23
## 1327          1          0   942       1982  39660       1        0      36
## 1328          1          0  9386       1962  50127       0        1      88
## 1330          1          0   873       1949  62845       1        1       3
## 1331          1          0  2253       1990  18929       0        0      15
## 1332          1          0  5181       1982  24367       1        0      58
## 1333          1          0   979       1975  33249       1        0      11
## 1334          1          0 10390       1959  26887       0        1      27
## 1335          1          0  4698       1983  50150       0        0      32
## 1336          1          0  7793       1976  62061       0        1      12
## 1337          1          0  1745       1962  85696       0        0      88
## 1338          1          0 10590       1956  76542       0        0      91
## 1340          1          0  8369       1987  18227       1        0      21
## 1341          1          0  5232       1965  69139       0        1      23
## 1344          0          1  7912       1978  38136       1        0      69
## 1345          0          1  7712       1946  62159       0        0      68
## 1346          0          1  1065       1963  80695       0        0      85
## 1347          0          1  7275       1971  33316       1        1      34
## 1349          0          1  1384       1992  17256       1        0      10
## 1351          0          1  6181       1950  52203       0        0      36
## 1352          0          1 10507       1977  59601       0        1      14
## 1354          0          1  2698       1976  47025       0        1      52
## 1355          0          1  3231       1973  37971       1        0      97
## 1356          0          1  4096       1968  41335       1        0      24
## 1357          0          1 10476       1958  67267       0        1       0
## 1358          0          1  5948       1975  57338       0        1      96
## 1359          0          1  9140       1960  50523       1        1      89
## 1360          0          1 10258       1965  35791       2        1      94
## 1361          0          1  5675       1960  50611       0        1      98
## 1363          0          1  8805       1960  48904       0        1       1
## 1364          0          1  1542       1975  56243       1        2      26
## 1365          0          1  6770       1985  21355       1        0       5
## 1366          0          1  8773       1971  57420       0        1      22
## 1367          0          1 10420       1955  46390       0        1      56
## 1368          0          0  7514       1956  54342       1        1      74
## 1369          0          0   793       1973  20895       1        0      24
## 1371          0          0  8702       1976  26907       1        1      10
## 1372          0          0  4791       1980  44964       1        1      35
## 1375          0          0  8140       1973  22682       1        0      51
## 1376          0          0 10146       1972  38887       1        0      17
## 1377          0          0  5289       1975  41658       1        1      30
## 1378          0          0  2587       1972  29791       1        0      21
## 1379          0          0  4405       1956  63915       0        2       2
## 1380          0          0  8663       1974  39996       1        1      85
## 1381          0          0  2589       1972  26759       1        0      65
## 1384          0          0  4094       1961  60544       1        1      92
## 1386          0          0  2534       1953  37716       0        1       4
## 1388          0          0  6613       1970  44511       1        0      39
## 1389          0          0 10827       1967  36947       1        1      49
## 1390          0          0  5491       1951  47352       0        1      70
## 1391          0          0  8402       1953  67087       0        1      40
## 1392          0          0  8783       1950  57045       0        1      40
## 1393          0          0 10010       1953  36957       1        1      43
## 1394          0          0   618       1977  69389       0        1      17
## 1396          0          0   361       1969  43142       1        1      84
## 1397          0          0  4310       1944  80589       0        0      25
## 1401          0          0 10341       1948  51315       0        0      45
## 1402          0          0  5654       1972  36026       2        1      34
## 1403          0          0  4098       1973  24639       1        1       3
## 1404          0          0  5824       1972  34578       2        1       1
## 1407          0          0  5229       1969  54132       0        1      81
## 1408          0          0  4086       1959  18690       0        0      77
## 1409          0          0  2428       1970  28164       1        0      23
## 1410          0          0  8254       1974  34596       1        0      48
## 1411          0          0  2836       1972  43269       1        0      61
## 1412          0          0  8418       1958  38741       1        1      60
## 1414          0          0  7152       1983  27100       1        0      64
## 1415          0          0 10033       1973  31163       1        0      54
## 1416          0          0  9349       1985  92533       0        0      84
## 1417          0          0   274       1973  34853       1        1      75
## 1418          0          0  3388       1967  70844       1        1      16
## 1419          0          0   922       1979  31086       1        1      79
## 1420          0          0  8588       1961  60544       1        1      92
## 1421          0          0  2518       1986  20491       0        0      16
## 1422          0          0   574       1964  42523       0        0      96
## 1423          0          0  3220       1983  39922       1        0      30
## 1424          0          0  5967       1952  33402       1        1      60
## 1425          0          0  1183       1949  36408       1        1      11
## 1426          0          0  6856       1979  21645       1        0      75
## 1429          0          0  4682       1958  51876       0        0      88
## 1430          0          0  8204       1971  78041       0        0      93
## 1433          0          0  1927       1973  69401       0        1      41
## 1434          0          0  5788       1972  46053       1        0      46
## 1435          0          0  6652       1965  77343       0        0      28
## 1436          0          0  6246       1953  73892       0        0      40
## 1437          0          0  5975       1967  40304       1        0      82
## 1439          0          0  4399       1969  68695       0        0       3
## 1440          0          0  4042       1971  43300       0        1      87
## 1441          0          0  2157       1972  26290       1        1      49
## 1443          0          0  2525       1974  38410       0        0      65
## 1444          0          0  8233       1950  64866       0        1       9
## 1445          0          0  9483       1959  57957       0        1      24
## 1446          0          0  2945       1955  46015       1        1      25
## 1447          0          0 10403       1978  16531       1        0      43
## 1448          0          0  5074       1986  28072       1        0      10
## 1452          0          0  7196       1950  41145       1        1      20
## 1453          0          0  4406       1970  67419       0        1      29
## 1454          0          0  9672       1970  23162       1        1      82
## 1455          0          0  4864       1977  34380       1        0      68
## 1456          0          0  4706       1966  34704       0        1      65
## 1459          0          0  3697       1954  39898       0        1      20
## 1460          0          0   217       1956  64857       0        0      78
## 1461          0          0  4220       1970  59892       0        1      26
## 1462          0          0  5286       1987  41020       0        0      68
## 1463          0          0  9559       1961  57072       0        1      79
## 1466          0          0  3102       1981  19414       1        0      32
## 1467          0          0  5868       1980  19107       1        0      49
## 1468          0          0  8370       1976  75484       0        1      50
## 1469          0          0  9988       1976  70379       0        1      84
## 1470          0          0  2939       1970  79419       0        0      96
## 1471          0          0  5529       1946  64014       2        1      56
## 1473          0          0  5763       1972  49854       1        0      63
## 1474          0          0  3478       1971  60585       1        1      17
## 1475          0          0  7494       1950  42873       1        1      11
## 1476          0          0  1763       1988  87679       0        0      62
## 1477          0          0  7250       1978  57867       1        0      48
## 1478          0          0  2005       1990  35765       1        0      86
## 1480          0          0  6885       1977  32952       1        0      36
## 1481          0          0  2072       1969  53374       0        1      34
## 1482          0          0  9463       1959  71706       0        1      16
## 1485          0          0  5751       1973  31163       1        0      54
## 1488          0          0  3584       1955  49667       0        0      35
## 1489          0          0  3643       1974  63206       0        0      65
## 1492          0          0  3967       1971  78931       0        0      19
## 1495          0          0     9       1975  46098       1        1      86
## 1498          0          0  3865       1977  20981       0        0      14
## 1501          0          0  6310       1978  33039       1        0       4
## 1502          0          0 10380       1972  37787       1        0      50
## 1503          0          0  3887       1970  27242       1        0       2
## 1506          0          0  1998       1976  37697       1        0      82
## 1507          0          0 10795       1973  37401       1        0      14
## 1508          0          0 11110       1973   3502       1        0      56
## 1509          0          0  2408       1976  58597       1        1      20
## 1511          0          0  7998       1958  28087       1        1      77
## 1513          0          0  3536       1960  19740       0        1      65
## 1515          0          0   125       1958  53083       1        1      65
## 1516          0          0  3463       1975  69283       0        1      41
## 1517          0          0  2804       1975  46098       1        1      86
## 1519          0          0  9771       1988  23331       1        0      97
## 1520          0          0   451       1989   9255       1        0      91
## 1522          0          0  1079       1971  71969       0        1      59
## 1524          0          0  6678       1989  31928       1        0       5
## 1527          0          0    73       1953  51411       1        2      81
## 1528          0          0  5589       1964  51983       0        1      95
## 1529          0          0 10212       1986  42386       1        0      43
## 1530          0          0  6365       1987  30390       0        0       5
## 1533          0          0  2217       1975  37284       1        1      46
## 1534          0          0  2544       1951  57530       0        1      68
## 1536          0          0  8091       1956  63943       0        1      50
## 1538          0          0  5462       1974  67445       0        1      63
## 1539          0          0  7791       1967  37054       1        1      89
## 1540          0          0   955       1962  47175       1        1      81
## 1541          0          0  4037       1976  31859       1        0      77
## 1542          0          0  6642       1961  27215       2        1      50
## 1544          0          0  5424       1983  39922       1        0      30
## 1545          0          0   879       1976  49681       0        2      66
## 1546          0          0  9530       1988  24645       1        0      16
## 1547          0          0  4828       1954  79865       0        1      12
## 1548          0          0 10699       1985  44322       1        0      30
## 1549          0          0  1497       1952  47958       0        1       8
## 1550          0          0  7476       1964  63972       0        1      93
## 1551          0          0  4390       1954  75315       0        1      14
## 1552          0          0 10478       1950  55517       1        1      53
## 1555          0          0  9916       1954  38998       1        1      92
## 1557          0          0  8135       1986  27161       1        0      41
## 1559          0          0  4967       1960  38201       0        1      19
## 1560          0          0  2130       1982  45203       2        0       4
## 1561          0          0  9298       1947  81574       0        0      89
## 1562          0          0  8175       1992  34935       0        0      71
## 1563          0          0  6257       1976  60482       0        1      81
## 1564          0          0  3790       1956  34633       2        1      31
## 1565          0          0  9952       1947  78093       0        0      53
## 1566          0          0  3503       1950  82460       0        0      78
## 1567          0          0  5223       1966  45903       0        1      80
## 1569          0          0  1626       1973  35860       1        1      37
## 1570          0          0  4764       1952  40442       1        1      52
## 1571          0          0  2471       1965  61482       0        0      39
## 1572          0          0  5892       1980  34968       1        0      11
## 1574          0          0  4971       1962  31497       0        1      22
## 1575          0          0  5185       1955  74268       0        0      83
## 1576          0          0 10069       1988  13724       1        0      43
## 1577          0          0  2262       1965  45143       0        1      74
## 1578          0          0  1131       1967  52569       0        1      54
## 1579          0          0  1041       1973  48432       0        1       3
## 1580          0          0    24       1960  17144       1        1      96
## 1582          0          0  7022       1971  76445       1        0       2
## 1583          0          0  7943       1975  36663       1        0      40
## 1587          0          0   800       1960  44512       1        1      57
## 1588          0          0 11092       1961  27116       1        1      78
## 1589          0          0  5062       1963  54072       1        1      71
## 1590          0          0  8969       1977  71855       0        1      59
## 1591          0          0  4656       1990  51250       1        0      28
## 1592          0          0  4480       1973  60432       0        1      61
## 1593          0          0  9971       1964  65526       0        1      22
## 1594          0          0  6729       1988  68655       0        0      95
## 1595          0          0  1773       1978  12393       0        0      38
## 1597          0          0  1764       1975  33955       1        0      92
## 1598          0          0  6215       1977  31353       1        1      24
## 1600          0          0  5423       1983  28359       1        0      35
## 1601          0          0   940       1987  57100       1        0       9
## 1602          0          0  3011       1965  69139       0        1      23
## 1604          0          0  8286       1965  51717       0        1      55
## 1605          0          0  9668       1971  18793       1        0      14
## 1606          0          0  5120       1982  66664       0        0      78
## 1608          0          0  7019       1963  54414       1        1      49
## 1609          0          0  7408       1952  54549       0        1       8
## 1610          0          0  8041       1971  47111       0        1      35
## 1612          0          0  9986       1982  19444       1        0       8
## 1613          0          0  3276       1976  36301       1        0      53
## 1615          0          0  3570       1969  42731       1        0      64
## 1616          0          0  3783       1959  52854       1        1      43
## 1617          0          0 10207       1978  22775       1        0      40
## 1618          0          0 10906       1948  46681       0        2      52
## 1619          0          0  3427       1955  59821       0        1      11
## 1622          0          0 10785       1969  44078       1        1      17
## 1623          0          0  2814       1976  30560       1        0       6
## 1624          0          0  6866       1969  35924       1        1      56
## 1627          0          0  3829       1979  24594       1        0      94
## 1629          0          0 10141       1960  39228       0        0       1
## 1630          0          0  5177       1974  58494       0        1      56
## 1633          0          0  7485       1950  56551       1        1      48
## 1634          0          0  8079       1982  22448       1        0      86
## 1635          0          0  8395       1961  82014       0        0      48
## 1636          0          0 10352       1963  34213       1        1       2
## 1637          0          0  4931       1977 157146       0        0      13
## 1638          0          0    13       1947  25358       0        1      57
## 1639          0          0  1834       1978  35544       1        0      77
## 1640          0          0  2285       1954  36634       0        1       0
## 1641          0          0  2295       1954  62670       0        1      57
## 1643          0          0  2781       1981  72066       0        0      55
## 1645          0          0  1404       1968  34916       2        0      89
## 1647          0          0  2639       1966  43602       1        1      45
## 1648          0          0  8299       1989  33996       0        0      46
## 1649          1          0  6437       1985  41473       1        0      80
## 1650          1          0  6912       1967  63246       0        2      60
## 1651          1          0  7327       1959  36732       1        1      71
## 1652          1          0  5299       1970  69084       1        0      43
## 1653          1          0  4127       1967  77766       0        1      97
## 1654          1          0  8143       1985  37929       0        0      49
## 1656          1          0  3690       1986  80141       0        0      20
## 1659          1          0  4712       1991  20193       0        0      18
## 1660          1          0  1170       1975  27573       1        0      45
## 1661          1          0  6347       1979  15862       1        0      26
## 1662          1          0  4065       1976  49544       1        0       0
## 1663          1          0  8230       1980  33228       1        0      28
## 1665          1          0  5939       1971  38232       1        1      84
## 1666          1          0  2156       1955  22554       1        1      38
## 1667          1          0  7788       1983  23536       1        0      53
## 1669          1          0  7947       1969  42231       1        1      99
## 1676          1          0 10790       1985  18169       1        0      40
## 1677          1          0 10398       1981  24336       1        0      82
## 1678          1          0  2431       1990  18222       0        0      70
## 1679          1          0   550       1952  62335       0        1      87
## 1680          1          0  1890       1971  42033       1        1      95
## 1681          1          0 10742       1983  86580       0        0      72
## 1682          1          0 10356       1957  41437       1        1       5
## 1685          1          0  3565       1955  38452       1        1      62
## 1686          1          0  5294       1989  18358       1        0      49
## 1687          1          0  1958       1973  55012       0        1      85
## 1688          1          0  7349       1973   9722       1        0       7
## 1689          1          0  8799       1984  38175       1        0       6
## 1690          1          0  1351       1956  58656       0        1      25
## 1691          1          0  1045       1965  52117       0        1      55
## 1693          1          0  8070       1973  54222       0        1      98
## 1696          1          0  2202       1978  41154       0        1      98
## 1697          1          0  7396       1966  80398       0        0      92
## 1698          1          0  4055       1992  18746       1        0      41
## 1700          1          0 10091       1956  60230       0        1      78
## 1701          1          0  7629       1977  22108       1        1      46
## 1702          1          0 10640       1974  44392       1        1      71
## 1704          1          0  6742       1979  17688       1        0      82
## 1705          1          0  1172       1983  92491       0        0      71
## 1708          1          0  1381       1982  38513       1        0      20
## 1709          1          0  2634       1979  16653       1        0      10
## 1710          1          0 10905       1955  42586       1        1       7
## 1711          1          0  1744       1965  23529       0        1      67
## 1714          1          0  8605       1964  46910       1        1      36
## 1715          1          0 10304       1959  18690       0        0      77
## 1716          1          0  4351       1955  37244       1        1      90
## 1718          1          0  2499       1958  75342       0        1      38
## 1719          1          0 10092       1954  70044       0        1      46
## 1720          1          0  7500       1967  79146       1        1      33
## 1721          1          0  5796       1963  77437       0        0      70
## 1722          1          0 10556       1959  54984       0        1      51
## 1723          1          0  1064       1971  42403       1        0      18
## 1724          1          0    48       1964  55761       0        1      97
## 1726          1          0   263       1945  45576       0        0       9
## 1728          1          0  9710       1969  58086       0        1      80
## 1730          1          0 10250       1947  28389       0        0      49
## 1733          1          0   737       1949  80360       0        0      56
## 1734          1          0  3571       1961  63342       0        1      48
## 1736          1          0  3878       1980  31859       1        0       3
## 1737          1          0  5092       1949  51569       0        1      39
## 1738          1          0  2154       1971  30372       1        1      33
## 1739          1          0  5394       1979  16014       1        1      42
## 1740          1          0  3798       1968  41120       1        1      80
## 1741          1          0  3524       1971  39763       1        0       9
## 1742          1          0  5247       1955  38725       1        1      52
## 1745          1          0  8812       1979  13533       1        0      45
## 1748          1          0  4328       1986  21955       1        0      81
## 1750          1          0 10560       1980  36802       1        0      23
## 1751          1          0  2631       1982  71853       0        0      29
## 1752          1          0  8312       1961  28249       0        0      80
## 1754          1          0  5093       1974  25509       1        0      15
## 1755          1          0  7592       1946  51012       0        0      86
## 1756          1          0  8895       1985  70596       0        0      68
## 1758          1          0  2694       1967  42664       0        1      44
## 1759          1          0  8910       1955  42586       1        1       7
## 1760          1          0  7433       1985  29760       1        0      87
## 1761          1          0   164       1977  28973       0        0      59
## 1762          1          0 10477       1973  39435       1        0      16
## 1763          1          0  2681       1984  65370       0        0       1
## 1764          1          0  5150       1979  20194       1        0      64
## 1765          1          0  5283       1976  42473       1        1      72
## 1766          1          0  9645       1968  64590       0        0      98
## 1767          1          0 10678       1959  71232       0        1      91
## 1768          1          0  7261       1971  34600       1        1       8
## 1769          1          0  9648       1967  46904       1        1      20
## 1771          1          0  8008       1983  36075       1        0      54
## 1774          1          0  1419       1950  34026       1        1      11
## 1775          1          0  9150       1963  48918       1        1      21
## 1777          1          0  1250       1976  37697       1        0      82
## 1779          1          0 10691       1960  28520       1        1      55
## 1781          1          0  2952       1977  36273       1        0      80
## 1782          1          0  8439       1964  63404       0        2      97
## 1785          1          0  6977       1974  75702       0        1      87
## 1786          1          0  6289       1951  59385       1        1      85
## 1787          1          0  4168       1966  37070       1        1      30
## 1788          1          0  8397       1951  44689       1        1      82
## 1791          1          0  3130       1964  18701       1        1      95
## 1792          1          0  1619       1956  90369       0        0       2
## 1793          1          0  1990       1974  63159       0        0      74
## 1794          1          0  5513       1966  37758       1        1      49
## 1796          1          0  8093       1969  79734       0        0      72
## 1799          1          0  2549       1983  21840       1        0      80
## 1800          1          0  5782       1982  58582       0        1      15
## 1802          1          0 10307       1956  50387       0        2      91
## 1803          1          0  8566       1961  32583       1        1      10
## 1805          1          0  5684       1971  44635       1        1      25
## 1806          1          0  8334       1971  33316       1        1      34
## 1809          1          0    78       1969  25293       1        0      51
## 1814          1          0  6859       1987  29236       1        0      30
## 1815          1          0  9860       1959  44911       0        1      11
## 1816          1          0  7129       1962  54693       0        1      72
## 1817          1          0  5866       1974  48186       1        0      39
## 1818          1          0 10521       1977  54809       1        1       0
## 1819          1          0  7393       1978  41580       1        1      15
## 1821          1          0   332       1957  47743       0        1      56
## 1824          1          0  9576       1982  32313       1        0      60
## 1826          1          0  7419       1968  27071       1        0      90
## 1828          1          0  8527       1965  65735       1        1      37
## 1830          1          0  9931       1963   4023       1        1      29
## 1831          1          0 10595       1990  30093       0        0      19
## 1832          1          0  4609       1966  57705       0        1      14
## 1833          1          0  5010       1988  25008       1        0      72
## 1835          1          0 11148       1975  22280       1        0      85
## 1837          1          0  9595       1961  64260       0        0       1
## 1838          1          0 10163       1984  82733       0        0      28
## 1839          1          0  2886       1971  74290       0        1      70
## 1840          1          0  6710       1951  58217       2        1      84
## 1841          1          0  5316       1976  21024       0        0      89
## 1842          1          0  9029       1972  70116       0        0      73
## 1844          1          0  1459       1966  69063       0        1      16
## 1845          1          0 10241       1975  11448       0        0      16
## 1846          1          0  1630       1979  61825       0        1      56
## 1850          1          0  4227       1968  32889       1        1      78
## 1851          1          0  9467       1984  34738       1        0      51
## 1852          1          0  8486       1971  30538       1        0      27
## 1854          1          0  3286       1967  26642       1        0      71
## 1856          1          0  3722       1972  44503       1        1      83
## 1857          1          0  6715       1948  60200       0        1       3
## 1858          1          0  4796       1952  49638       0        1      71
## 1859          1          0  9612       1987  23830       0        0       3
## 1864          1          0  3074       1984  70643       0        0      66
## 1865          1          0  8341       1969  30396       1        0      22
## 1866          1          0  5180       1968  50616       0        1      56
## 1868          1          0  7679       1985  30298       0        0      48
## 1869          1          0 10702       1984  52413       1        0      67
## 1870          1          0  7505       1957  44155       1        1      24
## 1871          1          0  5113       1971  86979       0        0      67
## 1872          1          0 10858       1975  76532       1        1      38
## 1873          1          0  2961       1982  42081       1        0      86
## 1876          1          0  5790       1985  31158       1        0      62
## 1877          1          0  6892       1968  61671       0        1      23
## 1878          1          0  1743       1974  69719       0        0      99
## 1879          1          0  3578       1949  49160       0        1      29
## 1880          1          0  8462       1978  24882       1        0      52
## 1882          1          0  4619       1945 113734       0        0       9
## 1883          1          0  8780       1950  59292       0        1      71
## 1884          1          0 10789       1964  45759       1        1      13
## 1885          1          0 10779       1983  22148       0        0      16
## 1886          1          0  5896       1987  73395       0        0      94
## 1887          1          0  2337       1971  29819       1        0      77
## 1888          1          0 10951       1968  45688       0        1      20
## 1891          1          0 10680       1986  33235       1        0      71
## 1892          1          0  3265       1959  35701       0        0      36
## 1893          1          0  5623       1980  31535       1        0      95
## 1894          1          0  5832       1960  92556       0        0      32
## 1896          1          0  6417       1971  80573       0        0      85
## 1900          1          0  2326       1990  18929       0        0      15
## 1901          1          0  4385       1981  36038       1        0      82
## 1902          1          0  2929       1976  20180       0        0      27
## 1903          1          0 10686       1965  34230       1        1      72
## 1904          1          0  2546       1977  31878       0        1       7
## 1906          1          0  3138       1956  91249       0        0      84
## 1907          1          0  4994       1943  77598       0        0      53
## 1908          1          0  7966       1959  80982       1        1      48
## 1909          1          0  3112       1977  22701       1        0       2
## 1910          1          0 10872       1969  55212       0        1      65
## 1911          1          0  2181       1970  70617       0        0      45
## 1914          1          0  5734       1974  61917       1        1      83
## 1916          1          0  1458       1982  21059       1        0      40
## 1917          1          0  7007       1968  29543       2        0      47
## 1919          1          0  1403       1975  34984       1        1      40
## 1920          1          0  4827       1956  54998       0        1       3
## 1921          1          0  6250       1949  54356       0        1      62
## 1922          1          0  9291       1959  34242       0        1      25
## 1923          1          0  2478       1973  25410       1        0      48
## 1925          1          0  5138       1950  28320       0        1      68
## 1926          1          0  5393       1977  23763       1        0      64
## 1928          1          0  5015       1976  34529       1        0      94
## 1931          1          0  2495       1974  83891       0        1      24
## 1932          1          0  7842       1968  36065       1        1      54
## 1933          1          0  9955       1954  39898       0        1      20
## 1934          1          0  6663       1940  51141       0        0      96
## 1937          1          0  7919       1976  72335       0        0       2
## 1938          1          0  5626       1964  61798       0        0      13
## 1939          1          0  6428       1950  76842       0        0      37
## 1940          1          0  8514       1976  29478       1        0      59
## 1941          1          0 10448       1956  46998       0        1      55
## 1942          1          0  2109       1990  96843       0        0      60
## 1943          1          0  7530       1950  56551       1        1      48
## 1946          1          0  6355       1978  44359       1        1      19
## 1947          1          0  3517       1952  40887       1        1      32
## 1948          1          0  1158       1966  48877       0        1      27
## 1951          1          0  3595       1963  77226       0        1      29
## 1953          1          0  4331       1978  85738       0        0      41
## 1954          1          0  6281       1966  55686       0        1      27
## 1955          1          0  4338       1983  39062       1        0      28
## 1956          1          0  2452       1971  34600       1        1       8
## 1958          1          0  8360       1971  54690       1        1      76
## 1961          1          0  4867       1968  38236       1        1       2
## 1962          1          0  9289       1979  36781       1        0      16
## 1963          1          0 10913       1984  31385       1        0      56
## 1965          1          0  8524       1974  25509       1        0      15
## 1967          1          0  4470       1962  58646       0        1       3
## 1968          1          0  1406       1975  53201       1        1      49
## 1969          1          0  8619       1957  21994       0        1       4
## 1970          1          0 10821       1978  57113       1        1      45
## 1972          1          0   898       1986  23477       1        0      39
## 1975          1          0  8212       1971  39791       0        1      89
## 1977          1          0 10164       1958  94472       0        1      75
## 1978          1          0  4547       1960  13672       1        1      86
## 1981          1          0 10841       1975  56559       0        1      46
## 1982          1          0  5370       1973  32644       1        0      38
## 1984          1          0  4860       1970  24206       1        0      66
## 1985          1          0 10757       1967  28420       1        0      36
## 1986          1          0  4023       1970  22979       1        0      29
## 1987          1          0  6679       1966  33279       0        0      29
## 1988          1          0  9923       1972  46423       1        1       6
## 1989          1          0  7181       1977  30368       0        1      97
## 1992          1          0  6870       1959  68805       0        1      73
## 1993          1          0   832       1966  65814       0        1      90
## 1995          1          0  3657       1986  39146       1        0       1
## 1996          1          0   500       1977  96876       0        0      79
## 1997          1          0  1951       1981  34445       0        0      92
## 1998          1          0  3262       1958  68281       0        0      31
## 1999          1          0  4102       1975  37284       1        1      46
## 2000          1          0  7042       1983  36790       0        0      14
## 2001          1          0 10598       1967  27943       1        1      89
## 2002          1          0   255       1951  22263       1        1      31
## 2003          1          0  2375       1972  30261       1        2      75
## 2004          1          0  9829       1978  28587       1        0      42
## 2005          1          0  6214       1982  43815       1        0      53
## 2006          1          0  4954       1956  48195       1        1      53
## 2007          1          0  7861       1952  77027       0        1      23
## 2009          1          0  9423       1979  32765       1        0      49
## 2010          1          0  4198       1965  29672       1        1       6
## 2011          1          0   153       1953  23272       0        0      29
## 2012          0          0  9323       1949  49912       0        1       5
## 2013          1          0 10001       1985   7500       1        0      98
## 2014          1          0  3945       1947  68117       0        1      80
## 2016          0          1  8625       1976  17649       1        0      70
## 2019          0          1  9119       1950  60905       0        1      27
## 2021          0          1  5872       1951  60689       0        1      23
## 2022          0          1  6568       1984  38680       1        0      97
## 2026          0          1  8416       1981  29009       1        0      19
## 2027          0          1  5454       1979  45057       1        0      80
## 2029          0          1  5474       1970  43020       1        0      79
## 2030          0          1  4268       1959  53154       0        1      50
## 2031          0          1 10701       1973  65308       0        0      60
## 2033          0          1  2079       1947  81044       0        0       0
## 2034          0          1   626       1951  32871       1        1      28
## 2036          0          1  2591       1959  76320       0        1      49
## 2037          0          1 10509       1955  36927       1        1      46
## 2038          0          1  6382       1953  48794       1        1      97
## 2039          0          1  6673       1965  23478       0        0      51
## 2040          0          1  7441       1973  71128       1        0      80
## 2043          0          0  8775       1969  38361       1        0      74
## 2045          0          0   322       1978  42554       1        1      93
## 2046          0          0 10897       1974  67445       0        1      63
## 2048          0          0  6103       1948  42192       0        0      40
## 2049          0          0  7899       1952  77610       0        1      70
## 2050          0          0 10500       1984  31761       1        0      96
## 2051          0          0  1655       1979  34350       1        0      81
## 2052          0          0  2406       1949  54591       0        1      63
## 2053          0          0  2712       1956  71866       0        1      85
## 2054          0          0  5517       1969  25293       1        0      51
## 2055          0          0 10643       1987  42000       0        0      23
## 2058          0          0  6958       1977  27889       1        0      42
## 2059          0          0   954       1960  22123       0        0      77
## 2063          0          0  1052       1969  56796       0        1      24
## 2065          0          0  6343       1959  79823       0        1       6
## 2066          0          0  6507       1980  30828       1        0      16
## 2067          0          0  7901       1971  34109       0        1      39
## 2068          0          0  4865       1974  53367       1        1       2
## 2069          0          0  2686       1969  22390       0        0      49
## 2070          0          0  3107       1976  71322       0        1      31
## 2072          0          0  1146       1949  49912       0        1       5
## 2073          0          0 11031       1950  48699       1        1      90
## 2078          0          0  1055       1976  53204       1        1      40
## 2079          0          0  6544       1949  67911       0        1      63
## 2080          0          0  1241       1984  14796       1        0       1
## 2081          0          0  2909       1974  78128       0        1      89
## 2082          0          0  5802       1972  14188       0        0      40
## 2083          0          0  1407       1986  20425       1        0       5
## 2084          0          0  6183       1962  58646       0        1       3
## 2087          0          0  3104       1961  82332       0        0      89
## 2090          0          0 11091       1953  34587       1        1      68
## 2092          0          0  1916       1954  45736       0        1      92
## 2094          0          0    87       1981  27733       1        0      16
## 2095          0          0  8659       1952  69805       0        1      50
## 2097          0          0  6147       1971  25818       1        0      51
## 2098          0          0  8832       1976  37509       1        0      24
## 2099          0          0 10067       1976  25176       1        1      79
## 2100          0          0  7532       1980  43586       0        1      26
## 2102          0          0  2115       1957  50116       1        1      68
## 2105          0          0  6292       1986  82333       0        0      60
## 2106          0          0  1631       1965  65220       0        0       3
## 2107          0          0 10104       1974  33590       2        1      65
## 2108          0          0  3006       1976  30992       1        0      83
## 2109          0          0  3919       1976  72309       0        0      64
## 2110          0          0 11181       1949 156924       0        0      85
## 2113          0          0 10127       1965  58692       0        1      21
## 2114          0          0   271       1969  40590       1        1      30
## 2115          0          0  4973       1970  20587       1        0      39
## 2116          0          0  2948       1954  62637       0        1      76
## 2118          0          0 10432       1974  19346       1        0      26
## 2119          0          0  9216       1971  35788       1        1      34
## 2120          0          0  7124       1968  36997       1        1      72
## 2121          0          0  9727       1957  23539       0        0      13
## 2122          0          0  5136       1973  65333       0        1      58
## 2124          0          0  1818       1971  29732       1        0      23
## 2125          0          0  1100       1960  41275       1        2      33
## 2126          0          0  7873       1973  63516       1        1      30
## 2127          0          0 10609       1962  42769       0        1      15
## 2128          0          0  6950       1958  49572       1        1      25
## 2130          0          0  9481       1976  17148       1        0      80
## 2131          0          0  7699       1969  40590       1        1      30
## 2132          0          0  2711       1976  30560       1        0       6
## 2133          0          0  8933       1983  32146       1        0      16
## 2134          0          0  8726       1964  41713       1        1      57
## 2135          0          0  1515       1975  34176       0        1       9
## 2136          0          0  5186       1955  58482       0        1      59
## 2137          0          0 10157       1965  59686       0        1      78
## 2139          0          0   902       1980  62994       1        0      74
## 2140          0          0   977       1957  47320       0        1      10
## 2142          0          0  7600       1992  15253       1        0      13
## 2143          0          0  9706       1974  31560       1        0      98
## 2147          0          0  4548       1981  41967       1        1      66
## 2148          0          0  9362       1965  69263       0        1      14
## 2152          0          0  2829       1955  65210       0        1      25
## 2155          0          0   492       1973  48432       0        1       3
## 2157          0          0  4541       1955  38946       0        1      84
## 2158          0          0  1321       1974  26067       1        0      49
## 2159          0          0  8858       1972  44325       0        1      69
## 2160          0          0  3266       1964  42523       0        0      96
## 2161          0          0 11187       1978  26487       1        0      23
## 2162          0          0  8207       1957  53233       0        1      18
## 2164          0          0  2666       1972  76234       0        1      21
## 2165          0          0  5721       1956  84117       0        0      60
## 2167          0          0  1646       1972  25224       1        0      36
## 2168          0          0  4418       1983  89616       0        0      36
## 2169          0          0  2656       1971  40851       1        1      63
## 2170          0          0  7990       1947  27469       0        0       2
## 2173          0          0  2980       1952   8820       1        1      52
## 2174          0          0  1839       1974  43322       0        0      25
## 2177          0          0  9014       1975  37085       1        1      65
## 2180          0          0 11133       1973  48432       0        1       3
## 2182          0          0  1876       1990  18929       0        0      15
## 2183          0          0  5959       1968  35893       1        1      80
## 2184          0          0  1092       1980  61014       0        1      17
## 2185          0          0  4333       1954  32144       1        1      76
## 2186          0          0  3850       1963  14918       0        1      52
## 2187          0          0  6168       1963  45146       1        1      28
## 2188          0          0   607       1955  41769       0        1      31
## 2190          0          0  6983       1950  38054       1        1      24
## 2191          0          0  3661       1995  80617       0        0      42
## 2192          0          0  9303       1976   5305       0        1      12
## 2193          0          0   692       1954  36807       1        1      88
## 2194          0          0   736       1983  28427       1        0      67
## 2196          0          0  4838       1978  22775       1        0      40
## 2198          0          0  6261       1979  58025       0        1      81
## 2200          0          0 10659       1979   7500       1        0       7
## 2201          0          0  1448       1963  33562       1        2      33
## 2202          0          0  4286       1970  57642       0        1      24
## 2206          0          0 10084       1972  24434       2        0       9
## 2207          0          0  7004       1984  11012       1        0      82
## 2208          0          0  9817       1970  44802       0        0      71
## 2209          0          0  8080       1986  26816       0        0      50
## 2210          0          0  9432       1977 666666       1        0      23
## 2211          0          0  8372       1974  34421       1        0      81
## 2213          0          0  4001       1946  64014       2        1      56
## 2214          0          0  7270       1981  56981       0        0      91
## 2216          0          0  9405       1954  52869       1        1      40
##      MntWines MntFruits MntMeatProducts MntFishProducts MntSweetProducts
## 2          11         1               6               2                1
## 3         426        49             127             111               21
## 4          11         4              20              10                3
## 5         173        43             118              46               27
## 6         520        42              98               0               42
## 7         235        65             164              50               49
## 8          76        10              56               3                1
## 9          14         0              24               3                3
## 10         28         0               6               1                1
## 11          6        16              11              11                1
## 12        194        61             480             225              112
## 13        233         2              53               3                5
## 14          3        14              17               6                1
## 16         53         5              19               2               13
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## 2216       84         3              61               2                1
##      MntGoldProds NumDealsPurchases NumWebPurchases NumCatalogPurchases
## 2               6                 2               1                   1
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##      AcceptedCmp1 AcceptedCmp2 Complain Z_CostContact Z_Revenue Response
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## 2182            0            0        0             3        11        0
## 2183            0            0        0             3        11        0
## 2184            0            0        0             3        11        0
## 2185            0            0        0             3        11        0
## 2186            0            0        0             3        11        0
## 2187            0            0        0             3        11        0
## 2188            0            0        0             3        11        0
## 2190            0            0        0             3        11        0
## 2191            0            0        0             3        11        0
## 2192            0            0        0             3        11        0
## 2193            0            0        0             3        11        0
## 2194            0            0        0             3        11        0
## 2196            0            0        0             3        11        0
## 2198            0            0        0             3        11        0
## 2200            0            0        0             3        11        0
## 2201            0            0        0             3        11        0
## 2202            0            0        0             3        11        0
## 2206            0            0        0             3        11        0
## 2207            0            0        0             3        11        0
## 2208            0            0        0             3        11        0
## 2209            0            0        0             3        11        0
## 2210            0            0        0             3        11        0
## 2211            0            0        0             3        11        0
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## 2214            0            0        0             3        11        0
## 2216            0            0        0             3        11        1
##      actual_age Total_Purch  test
## 2            67           6 LOWER
## 3            56          21 LOWER
## 4            37           8 LOWER
## 5            40          19 LOWER
## 6            54          22 LOWER
## 7            50          21 LOWER
## 8            36          10 LOWER
## 9            47           6 LOWER
## 10           71           2 LOWER
## 11           45           6 LOWER
## 12           62          16 LOWER
## 13           69          15 LOWER
## 14           34           5 LOWER
## 16           41           9 LOWER
## 17           75          13 LOWER
## 19           36           8 LOWER
## 21           42          43 LOWER
## 22           72          17 LOWER
## 23           67          20 LOWER
## 25           52           8 LOWER
## 26           45          14 LOWER
## 27           32           9 LOWER
## 28           56          26 LOWER
## 29           32           8 LOWER
## 31           51           9 LOWER
## 32           69          17 LOWER
## 33           75          18 LOWER
## 34           70           6 LOWER
## 35           51          28 LOWER
## 36           45           9 LOWER
## 37           48           7 LOWER
## 38           78          24 LOWER
## 40           36           7 LOWER
## 41           64           4 LOWER
## 42           46           8 LOWER
## 45           53           5 LOWER
## 46           67          28 LOWER
## 47           64          17 LOWER
## 48           57          29 LOWER
## 49           44           7 LOWER
## 53           55          21 LOWER
## 54           33           6 LOWER
## 55           53          19 LOWER
## 57           46          22 LOWER
## 59           70          19 LOWER
## 60           73          16 LOWER
## 61           50           5 LOWER
## 62           54           4 LOWER
## 63           42          32 LOWER
## 66           67          21 LOWER
## 68           46          24 LOWER
## 69           69           8 LOWER
## 70           44           4 LOWER
## 71           49          19 LOWER
## 73           45           4 LOWER
## 75           36          12 LOWER
## 76           52           4 LOWER
## 77           48           9 LOWER
## 80           61           7 LOWER
## 81           51          13 LOWER
## 82           64          17 LOWER
## 84           54          10 LOWER
## 85           49           5 LOWER
## 86           51          10 LOWER
## 87           38           6 LOWER
## 89           49           7 LOWER
## 91           38          16 LOWER
## 92           61           7 LOWER
## 93           62           7 LOWER
## 96           62          20 LOWER
## 97           42           5 LOWER
## 98           57          13 LOWER
## 100          43           9 LOWER
## 101          61          14 LOWER
## 105          30          25 LOWER
## 107          59           8 LOWER
## 108          51          15 LOWER
## 110          54           7 LOWER
## 111          52           7 LOWER
## 113          54           9 LOWER
## 114          36           6 LOWER
## 115          45           5 LOWER
## 119          68           8 LOWER
## 120          65          23 LOWER
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## 1243         51          18 LOWER
## 1246         45           4 LOWER
## 1248         48           6 LOWER
## 1250         39          27 LOWER
## 1251         61           8 LOWER
## 1252         69           7 LOWER
## 1253         46          17 LOWER
## 1255         51           9 LOWER
## 1256         73          10 LOWER
## 1258         77          16 LOWER
## 1259         58          24 LOWER
## 1260         49          14 LOWER
## 1262         53           9 LOWER
## 1264         46           4 LOWER
## 1265         57           8 LOWER
## 1267         46          18 LOWER
## 1270         64           6 LOWER
## 1273         51           5 LOWER
## 1274         49          18 LOWER
## 1275         52           7 LOWER
## 1278         65           4 LOWER
## 1279         50           5 LOWER
## 1280         48           8 LOWER
## 1281         44           4 LOWER
## 1282         58           7 LOWER
## 1284         43           5 LOWER
## 1287         43          10 LOWER
## 1288         50           2 LOWER
## 1290         36           6 LOWER
## 1295         56          23 LOWER
## 1298         61          21 LOWER
## 1299         65          23 LOWER
## 1300         56          15 LOWER
## 1301         66          26 LOWER
## 1302         32          14 LOWER
## 1303         59           9 LOWER
## 1305         48           5 LOWER
## 1306         49           8 LOWER
## 1307         37           5 LOWER
## 1312         47           8 LOWER
## 1314         39           7 LOWER
## 1315         46           9 LOWER
## 1319         52          17 LOWER
## 1323         46          13 LOWER
## 1324         39          17 LOWER
## 1325         38           8 LOWER
## 1326         69           5 LOWER
## 1327         39          14 LOWER
## 1328         59          13 LOWER
## 1330         72          28 LOWER
## 1331         31           6 LOWER
## 1332         39           4 LOWER
## 1333         46           8 LOWER
## 1334         62           5 LOWER
## 1335         38          16 LOWER
## 1336         45          24 LOWER
## 1337         59          20 LOWER
## 1338         65          23 LOWER
## 1340         34           4 LOWER
## 1341         56          11 LOWER
## 1344         43           8 LOWER
## 1345         75          19 LOWER
## 1346         58          19 LOWER
## 1347         50          10 LOWER
## 1349         29           7 LOWER
## 1351         71          27 LOWER
## 1352         44          15 LOWER
## 1354         45          17 LOWER
## 1355         48           5 LOWER
## 1356         53          12 LOWER
## 1357         63          11 LOWER
## 1358         46          12 LOWER
## 1359         61           8 LOWER
## 1360         56           6 LOWER
## 1361         61          22 LOWER
## 1363         61          17 LOWER
## 1364         46          20 LOWER
## 1365         36           7 LOWER
## 1366         50          15 LOWER
## 1367         66          10 LOWER
## 1368         65          12 LOWER
## 1369         48           6 LOWER
## 1371         45           6 LOWER
## 1372         41           5 LOWER
## 1375         48          10 LOWER
## 1376         49           5 LOWER
## 1377         46           6 LOWER
## 1378         49           7 LOWER
## 1379         65          23 LOWER
## 1380         47           4 LOWER
## 1381         49           8 LOWER
## 1384         60          15 LOWER
## 1386         68          10 LOWER
## 1388         51          26 LOWER
## 1389         54          11 LOWER
## 1390         70          16 LOWER
## 1391         68          22 LOWER
## 1392         71          18 LOWER
## 1393         68          11 LOWER
## 1394         44          22 LOWER
## 1396         52           4 LOWER
## 1397         77          21 LOWER
## 1401         73          10 LOWER
## 1402         49           7 LOWER
## 1403         48           9 LOWER
## 1404         49           4 LOWER
## 1407         52           5 LOWER
## 1408         62           5 LOWER
## 1409         51           9 LOWER
## 1410         47           4 LOWER
## 1411         49           4 LOWER
## 1412         63           7 LOWER
## 1414         38           5 LOWER
## 1415         48           5 LOWER
## 1416         36          23 LOWER
## 1417         48           7 LOWER
## 1418         54          17 LOWER
## 1419         42           6 LOWER
## 1420         60          15 LOWER
## 1421         35           4 LOWER
## 1422         57           7 LOWER
## 1423         38           9 LOWER
## 1424         69           9 LOWER
## 1425         72           4 LOWER
## 1426         42           9 LOWER
## 1429         63          13 LOWER
## 1430         50          18 LOWER
## 1433         48          17 LOWER
## 1434         49          12 LOWER
## 1435         56          17 LOWER
## 1436         68          23 LOWER
## 1437         54           6 LOWER
## 1439         52          16 LOWER
## 1440         50          11 LOWER
## 1441         49          10 LOWER
## 1443         47          18 LOWER
## 1444         71          21 LOWER
## 1445         62          25 LOWER
## 1446         66           5 LOWER
## 1447         43           9 LOWER
## 1448         35           5 LOWER
## 1452         71           4 LOWER
## 1453         51          25 LOWER
## 1454         51           8 LOWER
## 1455         44          12 LOWER
## 1456         55           5 LOWER
## 1459         67           9 LOWER
## 1460         65          23 LOWER
## 1461         51           7 LOWER
## 1462         34          10 LOWER
## 1463         60          27 LOWER
## 1466         40           5 LOWER
## 1467         41           6 LOWER
## 1468         45          18 LOWER
## 1469         45          25 LOWER
## 1470         51          15 LOWER
## 1471         75          22 LOWER
## 1473         49          18 LOWER
## 1474         50          30 LOWER
## 1475         71          15 LOWER
## 1476         33          29 LOWER
## 1477         43          25 LOWER
## 1478         31           8 LOWER
## 1480         44           6 LOWER
## 1481         52          21 LOWER
## 1482         62          25 LOWER
## 1485         48           5 LOWER
## 1488         66          22 LOWER
## 1489         47          14 LOWER
## 1492         50          24 LOWER
## 1495         46          11 LOWER
## 1498         44           7 LOWER
## 1501         43           7 LOWER
## 1502         49           7 LOWER
## 1503         51           7 LOWER
## 1506         45           7 LOWER
## 1507         48           7 LOWER
## 1508         48           0 LOWER
## 1509         45          32 LOWER
## 1511         63           9 LOWER
## 1513         61           7 LOWER
## 1515         63          17 LOWER
## 1516         46          27 LOWER
## 1517         46          11 LOWER
## 1519         33          17 LOWER
## 1520         32           5 LOWER
## 1522         50          19 LOWER
## 1524         32           9 LOWER
## 1527         68           4 LOWER
## 1528         57          24 LOWER
## 1529         35           7 LOWER
## 1530         34           6 LOWER
## 1533         46           4 LOWER
## 1534         70           7 LOWER
## 1536         65          17 LOWER
## 1538         47          32 LOWER
## 1539         54           6 LOWER
## 1540         59          17 LOWER
## 1541         45           4 LOWER
## 1542         60          11 LOWER
## 1544         38           9 LOWER
## 1545         45          21 LOWER
## 1546         33           4 LOWER
## 1547         67          21 LOWER
## 1548         36           8 LOWER
## 1549         69          16 LOWER
## 1550         57          23 LOWER
## 1551         67          23 LOWER
## 1552         71          23 LOWER
## 1555         67           8 LOWER
## 1557         35           5 LOWER
## 1559         61          15 LOWER
## 1560         39           8 LOWER
## 1561         74          18 LOWER
## 1562         29           8 LOWER
## 1563         45          17 LOWER
## 1564         65           4 LOWER
## 1565         74          17 LOWER
## 1566         71          15 LOWER
## 1567         55           8 LOWER
## 1569         48           6 LOWER
## 1570         69          12 LOWER
## 1571         56          12 LOWER
## 1572         41          17 LOWER
## 1574         59          10 LOWER
## 1575         66          13 LOWER
## 1576         33           5 LOWER
## 1577         56          15 LOWER
## 1578         54           7 LOWER
## 1579         48          19 LOWER
## 1580         61          12 LOWER
## 1582         50          21 LOWER
## 1583         46           6 LOWER
## 1587         61           6 LOWER
## 1588         60           7 LOWER
## 1589         58           5 LOWER
## 1590         44          25 LOWER
## 1591         31          24 LOWER
## 1592         48          19 LOWER
## 1593         57          17 LOWER
## 1594         33          21 LOWER
## 1595         43           6 LOWER
## 1597         46          15 LOWER
## 1598         44           6 LOWER
## 1600         38           4 LOWER
## 1601         34          14 LOWER
## 1602         56          11 LOWER
## 1604         56           8 LOWER
## 1605         50           9 LOWER
## 1606         39          19 LOWER
## 1608         58          13 LOWER
## 1609         69          12 LOWER
## 1610         50          21 LOWER
## 1612         39          10 LOWER
## 1613         45           7 LOWER
## 1615         52          13 LOWER
## 1616         62           9 LOWER
## 1617         43           4 LOWER
## 1618         73          16 LOWER
## 1619         66          26 LOWER
## 1622         52           7 LOWER
## 1623         45           5 LOWER
## 1624         52           5 LOWER
## 1627         42           5 LOWER
## 1629         61           4 LOWER
## 1630         47          16 LOWER
## 1633         71          10 LOWER
## 1634         39           9 LOWER
## 1635         60          22 LOWER
## 1636         58           9 LOWER
## 1637         44          28 LOWER
## 1638         74           6 LOWER
## 1639         43           6 LOWER
## 1640         67          15 LOWER
## 1641         67          22 LOWER
## 1643         40          17 LOWER
## 1645         53          13 LOWER
## 1647         55           9 LOWER
## 1648         32           6 LOWER
## 1649         36           6 LOWER
## 1650         54          22 LOWER
## 1651         62           9 LOWER
## 1652         51          25 LOWER
## 1653         54          34 LOWER
## 1654         36          13 LOWER
## 1656         35          22 LOWER
## 1659         30           7 LOWER
## 1660         46          14 LOWER
## 1661         42           5 LOWER
## 1662         45          16 LOWER
## 1663         41           6 LOWER
## 1665         50          11 LOWER
## 1666         66          10 LOWER
## 1667         38           4 LOWER
## 1669         52           5 LOWER
## 1676         36           4 LOWER
## 1677         40           4 LOWER
## 1678         31           6 LOWER
## 1679         69          21 LOWER
## 1680         50           4 LOWER
## 1681         38          11 LOWER
## 1682         64           5 LOWER
## 1685         66           9 LOWER
## 1686         32          10 LOWER
## 1687         48          25 LOWER
## 1688         48          11 LOWER
## 1689         37          11 LOWER
## 1690         65          32 LOWER
## 1691         56          13 LOWER
## 1693         48          12 LOWER
## 1696         43           6 LOWER
## 1697         55          26 LOWER
## 1698         29           8 LOWER
## 1700         65          17 LOWER
## 1701         44           7 LOWER
## 1702         47          14 LOWER
## 1704         42           4 LOWER
## 1705         38          25 LOWER
## 1708         39          17 LOWER
## 1709         42           9 LOWER
## 1710         66          16 LOWER
## 1711         56           5 LOWER
## 1714         57           7 LOWER
## 1715         62           5 LOWER
## 1716         66           5 LOWER
## 1718         63          18 LOWER
## 1719         67          26 LOWER
## 1720         54          19 LOWER
## 1721         58          23 LOWER
## 1722         62          17 LOWER
## 1723         50           5 LOWER
## 1724         57          10 LOWER
## 1726         76           8 LOWER
## 1728         52          23 LOWER
## 1730         74           4 LOWER
## 1733         72          15 LOWER
## 1734         60          19 LOWER
## 1736         41           5 LOWER
## 1737         72          19 LOWER
## 1738         50           8 LOWER
## 1739         42          10 LOWER
## 1740         53           9 LOWER
## 1741         50          10 LOWER
## 1742         66           7 LOWER
## 1745         42           7 LOWER
## 1748         35           8 LOWER
## 1750         41           5 LOWER
## 1751         39          17 LOWER
## 1752         60           6 LOWER
## 1754         47           9 LOWER
## 1755         75          10 LOWER
## 1756         36          21 LOWER
## 1758         54           5 LOWER
## 1759         66          16 LOWER
## 1760         36          12 LOWER
## 1761         44          13 LOWER
## 1762         48           7 LOWER
## 1763         37          19 LOWER
## 1764         42           7 LOWER
## 1765         45          10 LOWER
## 1766         53          24 LOWER
## 1767         62          25 LOWER
## 1768         50          17 LOWER
## 1769         54          14 LOWER
## 1771         38           7 LOWER
## 1774         71           9 LOWER
## 1775         58           7 LOWER
## 1777         45           7 LOWER
## 1779         61           5 LOWER
## 1781         44           8 LOWER
## 1782         57          15 LOWER
## 1785         47          29 LOWER
## 1786         70          10 LOWER
## 1787         55          23 LOWER
## 1788         70           6 LOWER
## 1791         57          10 LOWER
## 1792         65          17 LOWER
## 1793         47          17 LOWER
## 1794         55           6 LOWER
## 1796         52          14 LOWER
## 1799         38           5 LOWER
## 1800         39          22 LOWER
## 1802         65          19 LOWER
## 1803         60           4 LOWER
## 1805         50           7 LOWER
## 1806         50          10 LOWER
## 1809         52           5 LOWER
## 1814         34           9 LOWER
## 1815         62          12 LOWER
## 1816         59          31 LOWER
## 1817         47          12 LOWER
## 1818         44          12 LOWER
## 1819         43           9 LOWER
## 1821         64          14 LOWER
## 1824         39          11 LOWER
## 1826         53           7 LOWER
## 1828         56          19 LOWER
## 1830         58          15 LOWER
## 1831         31           6 LOWER
## 1832         55          18 LOWER
## 1833         33           6 LOWER
## 1835         46           4 LOWER
## 1837         60          14 LOWER
## 1838         37          20 LOWER
## 1839         50          32 LOWER
## 1840         70           7 LOWER
## 1841         45           7 LOWER
## 1842         49          23 LOWER
## 1844         55          14 LOWER
## 1845         46           4 LOWER
## 1846         42          15 LOWER
## 1850         53           9 LOWER
## 1851         37           5 LOWER
## 1852         50          17 LOWER
## 1854         54           7 LOWER
## 1856         49           7 LOWER
## 1857         73          25 LOWER
## 1858         69           5 LOWER
## 1859         34           5 LOWER
## 1864         37          18 LOWER
## 1865         52           6 LOWER
## 1866         53          10 LOWER
## 1868         36           6 LOWER
## 1869         37          17 LOWER
## 1870         64           5 LOWER
## 1871         50          16 LOWER
## 1872         46          25 LOWER
## 1873         39          15 LOWER
## 1876         36           7 LOWER
## 1877         53          28 LOWER
## 1878         47          11 LOWER
## 1879         72          12 LOWER
## 1880         43           5 LOWER
## 1882         76          27 LOWER
## 1883         71          18 LOWER
## 1884         57           7 LOWER
## 1885         38           5 LOWER
## 1886         34          15 LOWER
## 1887         50           9 LOWER
## 1888         53          14 LOWER
## 1891         35           7 LOWER
## 1892         62           5 LOWER
## 1893         41           5 LOWER
## 1894         61          21 LOWER
## 1896         50          24 LOWER
## 1900         31           6 LOWER
## 1901         40           8 LOWER
## 1902         45           8 LOWER
## 1903         56           4 LOWER
## 1904         44           6 LOWER
## 1906         65          22 LOWER
## 1907         78          26 LOWER
## 1908         62          30 LOWER
## 1909         44           5 LOWER
## 1910         52          20 LOWER
## 1911         51          14 LOWER
## 1914         47           7 LOWER
## 1916         39           9 LOWER
## 1917         53           8 LOWER
## 1919         46           6 LOWER
## 1920         65          20 LOWER
## 1921         72          24 LOWER
## 1922         62           4 LOWER
## 1923         48           6 LOWER
## 1925         71           5 LOWER
## 1926         44           5 LOWER
## 1928         45           9 LOWER
## 1931         47          22 LOWER
## 1932         53           9 LOWER
## 1933         67           9 LOWER
## 1934         81           9 LOWER
## 1937         45          23 LOWER
## 1938         57          16 LOWER
## 1939         71          17 LOWER
## 1940         45           5 LOWER
## 1941         65          18 LOWER
## 1942         31          28 LOWER
## 1943         71          10 LOWER
## 1946         43           9 LOWER
## 1947         69          10 LOWER
## 1948         55           8 LOWER
## 1951         58          28 LOWER
## 1953         43          21 LOWER
## 1954         55          16 LOWER
## 1955         38           5 LOWER
## 1956         50          17 LOWER
## 1958         50          12 LOWER
## 1961         53          11 LOWER
## 1962         42           6 LOWER
## 1963         37           4 LOWER
## 1965         47           9 LOWER
## 1967         59           8 LOWER
## 1968         46          22 LOWER
## 1969         64           4 LOWER
## 1970         43          16 LOWER
## 1972         35          10 LOWER
## 1975         50          10 LOWER
## 1977         63          16 LOWER
## 1978         61           6 LOWER
## 1981         46          18 LOWER
## 1982         48          18 LOWER
## 1984         51           5 LOWER
## 1985         54           4 LOWER
## 1986         51          10 LOWER
## 1987         55           4 LOWER
## 1988         49           9 LOWER
## 1989         44           7 LOWER
## 1992         62          12 LOWER
## 1993         55          23 LOWER
## 1995         35          11 LOWER
## 1996         44          24 LOWER
## 1997         40          27 LOWER
## 1998         63          25 LOWER
## 1999         46           4 LOWER
## 2000         38           6 LOWER
## 2001         54           8 LOWER
## 2002         70           6 LOWER
## 2003         49           4 LOWER
## 2004         43           9 LOWER
## 2005         39           6 LOWER
## 2006         65          17 LOWER
## 2007         69          19 LOWER
## 2009         42           8 LOWER
## 2010         56           4 LOWER
## 2011         68           5 LOWER
## 2012         72          26 LOWER
## 2013         36          10 LOWER
## 2014         74          25 LOWER
## 2016         45           9 LOWER
## 2019         71          15 LOWER
## 2021         70          22 LOWER
## 2022         37           6 LOWER
## 2026         40           7 LOWER
## 2027         42           6 LOWER
## 2029         51          12 LOWER
## 2030         62           9 LOWER
## 2031         48          28 LOWER
## 2033         74          22 LOWER
## 2034         70           5 LOWER
## 2036         62          15 LOWER
## 2037         66           8 LOWER
## 2038         68           5 LOWER
## 2039         56           7 LOWER
## 2040         48          27 LOWER
## 2043         52          10 LOWER
## 2045         43           7 LOWER
## 2046         47          32 LOWER
## 2048         73           7 LOWER
## 2049         69          17 LOWER
## 2050         37           9 LOWER
## 2051         42           5 LOWER
## 2052         72          19 LOWER
## 2053         65          20 LOWER
## 2054         52           5 LOWER
## 2055         34          20 LOWER
## 2058         44           5 LOWER
## 2059         61           7 LOWER
## 2063         52          27 LOWER
## 2065         62          23 LOWER
## 2066         41           8 LOWER
## 2067         50           4 LOWER
## 2068         47          21 LOWER
## 2069         52           4 LOWER
## 2070         45          13 LOWER
## 2072         72          26 LOWER
## 2073         71           5 LOWER
## 2078         45           5 LOWER
## 2079         72          27 LOWER
## 2080         37           6 LOWER
## 2081         47          20 LOWER
## 2082         49           7 LOWER
## 2083         35           7 LOWER
## 2084         59           8 LOWER
## 2087         60          21 LOWER
## 2090         68           6 LOWER
## 2092         67          19 LOWER
## 2094         40           7 LOWER
## 2095         69          27 LOWER
## 2097         50           4 LOWER
## 2098         45           9 LOWER
## 2099         45           4 LOWER
## 2100         41          10 LOWER
## 2102         64           7 LOWER
## 2105         35          18 LOWER
## 2106         56          23 LOWER
## 2107         47           4 LOWER
## 2108         45           5 LOWER
## 2109         45          20 LOWER
## 2110         72           0 LOWER
## 2113         56          15 LOWER
## 2114         52          15 LOWER
## 2115         51           5 LOWER
## 2116         67          10 LOWER
## 2118         47           5 LOWER
## 2119         50           7 LOWER
## 2120         53          12 LOWER
## 2121         64           7 LOWER
## 2122         48          28 LOWER
## 2124         50           5 LOWER
## 2125         61          11 LOWER
## 2126         48          16 LOWER
## 2127         59           8 LOWER
## 2128         63           7 LOWER
## 2130         45          11 LOWER
## 2131         52          15 LOWER
## 2132         45           5 LOWER
## 2133         38           8 LOWER
## 2134         57          13 LOWER
## 2135         46           5 LOWER
## 2136         66          22 LOWER
## 2137         56          12 LOWER
## 2139         41          13 LOWER
## 2140         64          20 LOWER
## 2142         29           6 LOWER
## 2143         47           8 LOWER
## 2147         40           5 LOWER
## 2148         56          18 LOWER
## 2152         66          22 LOWER
## 2155         48          19 LOWER
## 2157         66          12 LOWER
## 2158         47           9 LOWER
## 2159         49          21 LOWER
## 2160         57           7 LOWER
## 2161         43           9 LOWER
## 2162         64           5 LOWER
## 2164         49          23 LOWER
## 2165         65          24 LOWER
## 2167         49           7 LOWER
## 2168         38          25 LOWER
## 2169         50           5 LOWER
## 2170         74           4 LOWER
## 2173         69          10 LOWER
## 2174         47           8 LOWER
## 2177         46          10 LOWER
## 2180         48          19 LOWER
## 2182         31           6 LOWER
## 2183         53          15 LOWER
## 2184         41          20 LOWER
## 2185         67          10 LOWER
## 2186         58           5 LOWER
## 2187         58           6 LOWER
## 2188         66          22 LOWER
## 2190         71           7 LOWER
## 2191         26          19 LOWER
## 2192         45           1 LOWER
## 2193         67           4 LOWER
## 2194         38           7 LOWER
## 2196         43           4 LOWER
## 2198         42          18 LOWER
## 2200         42          11 LOWER
## 2201         58           9 LOWER
## 2202         51          22 LOWER
## 2206         49           7 LOWER
## 2207         37           9 LOWER
## 2208         51          27 LOWER
## 2209         35           4 LOWER
## 2210         44          11 LOWER
## 2211         47           4 LOWER
## 2213         75          22 LOWER
## 2214         40          19 LOWER
## 2216         67          11 LOWER
which (cat_num_cols$test == 'CONSERVATORY')
##   [1]   15   18   43   50   51   52   56   58   64   67   72   74   79   83   88
##  [16]   90   94   95   99  102  104  106  112  116  117  118  123  131  132  135
##  [31]  144  149  158  169  172  177  181  187  191  192  193  199  203  204  214
##  [46]  217  233  234  236  237  239  242  256  258  266  268  269  273  276  277
##  [61]  282  295  306  308  323  326  335  339  345  348  352  353  356  361  366
##  [76]  370  375  377  378  380  382  383  402  406  411  415  417  419  420  421
##  [91]  444  448  449  451  457  458  463  466  474  475  478  491  493  495  497
## [106]  499  501  506  509  510  511  517  518  532  542  544  545  551  580  589
## [121]  590  591  612  614  619  620  622  624  625  626  627  628  632  634  636
## [136]  637  646  650  659  660  661  665  669  672  673  690  693  699  701  704
## [151]  706  709  714  715  717  720  727  733  735  737  740  741  742  743  745
## [166]  754  755  757  758  759  760  776  785  795  796  797  801  806  819  823
## [181]  825  832  833  834  835  840  843  845  851  856  862  866  873  877  880
## [196]  885  888  891  893  900  903  906  909  913  914  915  916  920  926  929
## [211]  930  934  937  944  945  948  953  954  957  958  967  971  972  975  976
## [226]  978  981  986  987  994  995  998 1004 1013 1022 1027 1028 1038 1040 1046
## [241] 1047 1049 1054 1055 1059 1060 1062 1063 1064 1072 1080 1089 1114 1117 1118
## [256] 1121 1128 1132 1141 1147 1151 1156 1157 1167 1183 1187 1189 1200 1201 1206
## [271] 1214 1216 1225 1230 1238 1245 1247 1249 1254 1257 1261 1263 1266 1268 1269
## [286] 1271 1276 1277 1285 1292 1293 1296 1297 1304 1308 1310 1313 1320 1321 1322
## [301] 1329 1342 1343 1348 1350 1353 1362 1373 1382 1385 1395 1399 1405 1406 1413
## [316] 1427 1428 1432 1442 1450 1451 1458 1464 1465 1472 1479 1483 1486 1487 1490
## [331] 1493 1494 1496 1497 1500 1504 1505 1510 1514 1521 1523 1525 1526 1532 1535
## [346] 1543 1554 1556 1558 1568 1573 1585 1586 1596 1599 1603 1607 1611 1614 1620
## [361] 1621 1625 1626 1628 1631 1632 1642 1644 1646 1655 1657 1658 1664 1671 1672
## [376] 1673 1674 1675 1683 1684 1692 1694 1695 1703 1706 1707 1712 1713 1717 1727
## [391] 1729 1731 1732 1743 1744 1746 1747 1749 1757 1770 1772 1773 1776 1780 1783
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## [496] 2166 2171 2172 2179 2181 2189 2195 2197 2199 2203 2204 2205 2215
cat_num_cols[which (cat_num_cols$test == 'CONSERVATORY') , ]
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##      Country_SP Country_US    ID Year_Birth Income Kidhome Teenhome Recency
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## 102           0          0  5077       1979  77298       0        1      46
## 104           0          0  3267       1963  57288       0        1      27
## 106           0          0  9215       1980  43974       1        0      19
## 112           0          0  9805       1953  56129       0        1      65
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## 118           0          0 11071       1984  79607       0        0      37
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## 135           0          0  9949       1976  59809       0        2      36
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## 1059          1          0 11112       1966  70713       0        1      23
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## 1254          1          0  5207       1963  53378       1        1      41
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## 1261          1          0   635       1966  57183       1        1      51
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## 1292          1          0  6055       1979  71626       0        0      94
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## 1296          1          0  5758       1982  65169       0        0      23
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## 1348          0          1  1343       1968  58554       1        1      55
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## 1399          0          0  6376       1979  57537       1        0      83
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## 1413          0          0  1362       1972  31907       0        0      75
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## 1428          0          0  1553       1946  82657       0        0      71
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## 1487          0          0  3594       1973  54108       1        1      74
## 1490          0          0   851       1972  57136       1        1      48
## 1493          0          0 10128       1958  53977       0        1      21
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## 1496          0          0  9451       1965  73538       0        1      92
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## 1500          0          0  1490       1962  55759       0        1      84
## 1504          0          0  4278       1983  87188       0        0      73
## 1505          0          0  8643       1971  69930       0        0      21
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## 1521          0          0 10530       1959  67786       0        0       0
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## 1596          0          0  9242       1990  64509       0        0      19
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## 1611          0          0   252       1963  41003       0        0      11
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## 1620          0          0  5209       1954  50002       0        1      21
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## 1626          0          0  6575       1981  56386       1        1      51
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## 1631          0          0  7005       1981  58684       0        0      71
## 1632          0          0  6409       1967  57136       0        0      18
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## 1644          0          0  1165       1958  50729       1        1      62
## 1646          0          0  6457       1976  64892       0        1      77
## 1655          1          0  1964       1951  86610       0        0      66
## 1657          1          0  3433       1955  72635       0        0      54
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## 1671          1          0  2570       1968  56534       0        1      35
## 1672          1          0  9256       1971  58350       0        1       5
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## 1675          1          0  6349       1987  61787       0        0      71
## 1683          1          0  4676       1951  73705       0        2      86
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## 1692          1          0  7732       1978  64813       1        0      81
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## 1707          1          0  4686       1962  82571       0        0      28
## 1712          1          0  1000       1961  74881       1        1      48
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## 1717          1          0 10129       1966  82427       0        0      35
## 1727          1          0 10814       1947  70321       0        0       6
## 1729          1          0  9292       1952  81795       0        0      74
## 1731          1          0  7881       1946  66835       0        0      21
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## 1743          1          0  5883       1972  77981       1        0      78
## 1744          1          0  2118       1964  62905       0        1      68
## 1746          1          0  6616       1975  59481       0        1      47
## 1747          1          0  2797       1977  72117       0        1      34
## 1749          1          0  9167       1956  67131       0        1      72
## 1757          1          0  8584       1952  85431       0        0      54
## 1770          1          0  2870       1973  49094       0        1       6
## 1772          1          0  1513       1979  60839       1        1      72
## 1773          1          0  6173       1979  77298       0        1      46
## 1776          1          0  7960       1962  82122       0        0      89
## 1780          1          0  7002       1955  62535       0        1      13
## 1783          1          0   762       1981  75774       1        0      27
## 1784          1          0  2831       1976  78416       0        1      99
## 1789          1          0  9284       1958  53977       0        1      21
## 1795          1          0   269       1963  46757       0        1      71
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## 1890          1          0    17       1971  60491       0        1      81
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## 1899          1          0 10176       1968  57107       0        1      44
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## 1929          1          0 10868       1951  70792       0        0      82
## 1930          1          0 10676       1982  63211       0        0       3
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## 1945          1          0  3009       1962  71670       0        0       8
## 1949          1          0  6203       1947  74485       0        0      58
## 1950          1          0  7165       1972  64474       0        1      59
## 1952          1          0  8537       1949  72643       0        0      60
## 1960          1          0  5117       1963  32632       0        0      32
## 1966          1          0  3334       1951  94642       0        0      35
## 1973          1          0  9797       1956  58116       0        1      38
## 1974          1          0 10949       1963  72968       0        0       8
## 1976          1          0  6248       1947  91712       0        0      47
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## 2008          1          0  4837       1965  71322       0        1      57
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## 2024          0          1  5631       1991  49767       0        0      92
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## 2035          0          1  4426       1975  55801       1        1      35
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## 2042          0          1 10061       1950  59462       0        1      29
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## 2062          0          0  5396       1988  68487       0        0      48
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## 2071          0          0  7734       1993  79244       0        0      58
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## 2085          0          0   340       1970  72967       0        1       1
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## 2205          0          0  4201       1962  57967       0        1      39
## 2215          0          0  8235       1956  69245       0        1       8
##      MntWines MntFruits MntMeatProducts MntFishProducts MntSweetProducts
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## 1744      166        75              96             119              107
## 1746      178         3              85              71               66
## 1747      707        20             171              65               60
## 1749      465        71             250              93               35
## 1757      376        53             462             168               53
## 1770      376         0              38              11                8
## 1772      600        21             128             223              150
## 1773      425       115             292              23               35
## 1776      734        22             350             151               25
## 1780      163        48              90               0               45
## 1783      340        21             134             258               14
## 1784      453        38             279             188               38
## 1789      620        16             165               0               24
## 1795      777        30             163               0               51
## 1797      438       169             565              91              169
## 1798      531        69             300             150              138
## 1801      503        27             419              90              139
## 1807      387        84             141              73               35
## 1808      367        17             241             104              188
## 1810      267         6              54               8                3
## 1812      674        92             736              39                0
## 1820      209        19             456             160              142
## 1823      941        14             397              76               58
## 1827      389        66             408              37               57
## 1829      179        21             273               0               21
## 1834      536        27             590              38              107
## 1836      322        53             899              34               40
## 1843      174        77             203               6               24
## 1848      823        25             459             124               29
## 1849      488        23              71              15                0
## 1853      938       142             754             159               81
## 1855      412       172             153             150              105
## 1860      100        71             243             108               94
## 1861      407       114             445             181              165
## 1862      664         9             240              50               19
## 1863     1045        61             338              60               46
## 1867      581        49             157              43                8
## 1875      957       153             612              99               95
## 1889      398        61             265             138               61
## 1890      637        47             237              12               19
## 1898      953         0              71               0                0
## 1899      159         0             120               0                0
## 1905      200       193             100              46              185
## 1912      652        48             350              94               84
## 1913      379         6             157              25               91
## 1915      162        31             127               8               17
## 1918      340       108             185             130               38
## 1927      274        83             216             151              141
## 1929      344        45             654             104               11
## 1930      145       193             459             205               26
## 1935      256        34             103              90               29
## 1936      483        72             567              94               12
## 1944      512        53              98              81              179
## 1945     1462        16             128               0                0
## 1949      499       149             815             173               49
## 1950      381        35             172              56               86
## 1952      526        80             553             123               94
## 1960       63       151             137             153               19
## 1966      879       143             797             106              143
## 1973      228        19             130               4               11
## 1974     1092        37             592             145               37
## 1976     1276        24             746              94               29
## 1979      448        21             125              52              101
## 1983       90        38              67              33               36
## 1990      575        80             428             208               93
## 2008      753        43             226              69               10
## 2015      315        35             322              46                7
## 2017      384        60             364             119              101
## 2020      555        82             257              93               61
## 2023      848       154             323             201               61
## 2024      202        47             197              55               42
## 2025      433        89             650              16              102
## 2028      167        37              64              49               34
## 2035      367         4              51               6                4
## 2041      532        88             168              69               44
## 2042      724        17             143               0                8
## 2044      587        54             348              71               54
## 2057      180        60             241              13               54
## 2062      758        12             385              33               89
## 2064      196        25             607              67               17
## 2071      471       102             125             212               61
## 2074      240       132             445             250              192
## 2076     1486        55             278              49                0
## 2085      158        35             179               0                0
## 2088      189        10             253              56               43
## 2089      728        17             133              11                8
## 2093      742        28             152              25                9
## 2096      816        42             450              55               56
## 2101      176        72              98             136               21
## 2103      997        15             414              99               30
## 2104      356         0             107              19                9
## 2112      240        67             500             199                0
## 2129      496        32             849             229               48
## 2141      570        73             614             133              102
## 2144      531        69             300             150              138
## 2145      162        28             818               0               28
## 2149      918        10             129              13                0
## 2150      224       155             155             192               93
## 2153     1074        37             518             193               92
## 2154      741        68             689             224               68
## 2163      530       142             217              62                9
## 2166      240        67             500             199                0
## 2171      556        54             845             202              133
## 2172      833        80             363              52               26
## 2179      266        21             300              65                8
## 2181      366       124             156              71               78
## 2189      519        71             860              93               27
## 2195      332       194             377             149              125
## 2197      171         3             129              26               24
## 2199      712        26             538              69               13
## 2203      368        24              68              38                0
## 2204      457         5             106              15               17
## 2205      229         7             137               4                0
## 2215      428        30             214              80               30
##      MntGoldProds NumDealsPurchases NumWebPurchases NumCatalogPurchases
## 15             45                 1               7                   6
## 18            176                 2              11                   4
## 43            174                 1               2                   4
## 50            241                 1               4                   9
## 51            109                 7               4                   2
## 52            190                 1               3                  10
## 56             80                 1               3                   6
## 58            169                 4               8                   2
## 64            109                 1               5                   2
## 67             86                 4              10                   3
## 72             51                 0               5                   8
## 74             51                 2              10                   1
## 79             76                 1               3                  10
## 83            145                 1               5                   6
## 88             75                 5               7                   4
## 90            223                 1               5                   7
## 94            111                 2               9                   5
## 95             81                 1               6                   3
## 99             65                 4               6                   4
## 102            79                 1               6                   6
## 104            60                 3               8                   1
## 106            72                 5               6                   4
## 112            48                 4               6                   2
## 116           168                 0               6                   8
## 117           172                 2               3                   4
## 118           216                 1               3                   6
## 123           130                 1               7                   2
## 131            50                 2               3                   5
## 132           126                 1               5                   7
## 135            49                 3               3                   3
## 144            76                 2               8                   5
## 149            57                 1               3                   4
## 158           124                 1               3                   4
## 169           223                 1               5                   7
## 172           141                 1               6                   4
## 177           117                 2               7                   1
## 181           102                 1               8                   7
## 187            51                 1               4                   6
## 191            92                 1               4                   4
## 192            54                 3              11                   6
## 193            58                 0               7                   9
## 199           192                 5              11                   4
## 203            44                10               7                   1
## 204            54                 1               3                   4
## 214            92                 5               9                   6
## 217            92                 3               2                   2
## 233           181                 1               3                   9
## 234           152                 7              11                   5
## 236            80                 2               5                   3
## 237            77                 2               9                   4
## 239            70                 4               9                   6
## 242           148                 1               6                   9
## 256           241                 1               3                   7
## 258           116                 1               3                   3
## 266           162                 2               7                   4
## 268            54                 1               3                   5
## 269           131                 1               9                   3
## 273            66                 1               5                   1
## 276            74                 1               6                   3
## 277           135                13               6                   2
## 282           203                 1               2                   7
## 295            63                 1               6                   7
## 306            50                 2               4                   3
## 308            77                 3               3                   3
## 323           139                 1               4                   5
## 326           122                 1               7                   6
## 335           218                 1               4                   4
## 339            93                 2               8                   4
## 345            48                 1               3                   3
## 348            61                 1               4                   7
## 352            65                 7               6                   3
## 353           142                 2               6                   2
## 356           233                 1               4                   3
## 361           101                 4               4                   3
## 366           157                 2               3                   5
## 370            55                 3               4                   1
## 375           159                 4               4                   5
## 377            86                 3               2                   2
## 378            57                 0               5                   6
## 380            81                 1               5                   4
## 382            78                 3               5                   3
## 383            45                 1               4                   9
## 402           125                 2               5                   4
## 406           114                 1               7                   9
## 411            68                 1               3                   4
## 415            57                 2               2                   5
## 417           172                 2               5                   5
## 419           191                 5               8                   1
## 420            95                15               9                   6
## 421           114                 1               8                   3
## 444            64                 1               7                   7
## 448            66                 4               2                   2
## 449           122                 1               3                   7
## 451           241                 1               3                   7
## 457            58                 3               7                   3
## 458            89                 4               6                  10
## 463           117                 4               8                   3
## 466            92                 4               6                   2
## 474            50                 2               3                   5
## 475            90                 2               7                   2
## 478           134                 2               2                   5
## 491           153                 2               4                   3
## 493           108                 2              10                   4
## 495            84                 1               3                   7
## 497            59                 6               5                   2
## 499            91                 1               6                   4
## 501            55                 1               5                   6
## 506            75                 1               4                   5
## 509           175                 1               2                   4
## 510            58                 1               5                   1
## 511            66                 1               2                   4
## 517            71                 6               4                   1
## 518            61                 4               4                   3
## 532            54                 2               4                   6
## 542            47                 1               3                   8
## 544           118                 2               6                   2
## 545           111                 1               5                   6
## 551            83                 5               6                   3
## 580           165                 1               3                   7
## 589            99                 3               5                   3
## 590            54                 1               3                   4
## 591            49                 3               5                   2
## 612           107                 1               6                   8
## 614           190                 1               8                   4
## 619            54                 1               3                   4
## 620            83                 5               6                   3
## 622            79                 1               6                   7
## 624           163                 1               9                  11
## 625            48                 1               4                   2
## 626            69                 5               8                   4
## 627            73                 2               6                   2
## 628           159                 4               4                   5
## 632           147                 1               4                   2
## 634           207                 0               9                   8
## 636            50                 3               7                   6
## 637           146                 2               7                   1
## 646            71                 1               9                   3
## 650           151                 1               6                   4
## 659            83                 5               5                   2
## 660           141                 4               4                   3
## 661            59                 2               6                   4
## 665            91                 1               2                   2
## 669           115                 1              11                   5
## 672            54                 1               2                   8
## 673            78                 2               5                   2
## 690           242                 3               5                   2
## 693            93                 2               8                   4
## 699            66                 4               7                   5
## 701            49                 3               5                   4
## 704            80                 1               5                   3
## 706           174                 6              11                   5
## 709           155                 1              11                   1
## 714            48                 1               6                   5
## 715           151                 1               3                   8
## 717           183                 1              11                   6
## 720           109                 7               4                   2
## 727            97                 2               7                   5
## 733           191                 1               4                   4
## 735            44                 1               3                   8
## 737            65                 1              10                  10
## 740           151                 1               6                   4
## 741            44                 1               8                   5
## 742            80                 1               8                   6
## 743            89                 1               7                   3
## 745           152                 5               3                   4
## 754            86                 1               3                   6
## 755           121                 1              11                   5
## 757            58                 4               6                   1
## 758            90                 2               5                   2
## 759           205                 1               8                   5
## 760           112                 8               7                   3
## 776           139                 6               7                   1
## 785           177                 3              11                   4
## 795            45                 4               3                   4
## 796           133                 7               3                   2
## 797            94                 2               5                   9
## 801            69                 6               5                   7
## 806            57                 1               9                   2
## 819           145                 1               6                   4
## 823           141                 5               6                   5
## 825           187                 1               7                   7
## 832            54                 1               3                   6
## 833           130                 1               5                   6
## 834           205                 2               3                   6
## 835            63                 3               7                   5
## 840            63                 1               7                   7
## 843           170                 7              10                   2
## 845            64                 3               6                   2
## 851            66                 6               4                   1
## 856           125                 3               2                   3
## 862           142                 1               5                   7
## 866            68                 1               6                   9
## 873           129                 1               3                   2
## 877            48                 2               2                   6
## 880           175                 1               3                  10
## 885            61                 2              10                   6
## 888            57                 1               4                   3
## 891            96                 1               3                   3
## 893           241                 1               3                   4
## 900           174                 6              10                   5
## 903            53                 1               3                   4
## 906            47                 2               3                   2
## 909           182                 1               2                  10
## 913           115                 3               6                   1
## 914           108                 1               4                   5
## 915           166                 1               4                   4
## 916            81                 1               5                   4
## 920            63                 2              11                   2
## 926           106                 3               7                   5
## 929           120                 2               7                   4
## 930            98                 1               3                   2
## 934           133                 3               4                   4
## 937            47                 2               3                   2
## 944           139                 3               5                   2
## 945            83                 4               5                   5
## 948           114                 2               4                   7
## 953           131                 3               5                   2
## 954            84                 1               6                   7
## 957            48                 6              10                   2
## 958            45                 1               3                   4
## 967           195                 5              10                   6
## 971            54                 3              11                   6
## 972           231                 1               5                  11
## 975           182                 1               9                   7
## 976           121                 1               4                   9
## 978            51                 1               2                   4
## 981            70                 4               5                   3
## 986            64                 3               8                   8
## 987            50                 4               3                   1
## 994            70                 2               6                   5
## 995           191                 1               4                   4
## 998           158                 1              10                   2
## 1004           76                 1               6                   6
## 1013           83                 3               5                   4
## 1022          145                 1               5                   6
## 1027          123                 4               6                   3
## 1028          218                 2               5                   5
## 1038           76                 1               6                   6
## 1040          178                 1               7                   8
## 1046           56                 1               6                   7
## 1047           54                 1               2                   8
## 1049          200                 2               7                   6
## 1054          147                 1               4                  10
## 1055          149                 8               8                   9
## 1059          190                 6               5                   6
## 1060           56                 3               9                   2
## 1062          125                 1               6                   1
## 1063          118                 1               4                   7
## 1064           44                 1               6                   7
## 1072          133                 1               5                   8
## 1080           75                 1               4                   5
## 1089           45                 2               4                   1
## 1114           95                 4               5                   3
## 1117          112                 1               7                   6
## 1118           70                 4               2                   2
## 1121           84                 2               6                   7
## 1128           48                 4               6                   2
## 1132          134                 1               6                   5
## 1141          114                 1               5                   9
## 1147          106                 2               7                   6
## 1151           54                 1               6                   4
## 1156           97                 1               4                   4
## 1157           50                 1               3                   4
## 1167           96                 1               3                   4
## 1183          131                 1               9                   3
## 1187           66                 3               6                   6
## 1189           84                 3               9                   2
## 1200           76                 2               7                  11
## 1201           59                 1               5                   9
## 1206           45                 1               4                   9
## 1214           45                 1              11                   2
## 1216           56                 5               4                   1
## 1225           76                 1               5                   6
## 1230           66                 1               5                  10
## 1238           44                 1               4                   2
## 1245           64                 2               4                   2
## 1247          126                 1               4                   7
## 1249           51                 1               6                   2
## 1254          132                10               9                   4
## 1257           54                 1               6                   6
## 1261           70                 8               9                   1
## 1263           60                 4               3                   4
## 1266          210                 0               6                   7
## 1268          241                 1               4                   6
## 1269          119                 2               9                   7
## 1271           47                 2               7                   1
## 1276          210                 1               5                   7
## 1277          125                 2               7                   2
## 1285           78                 5               7                   2
## 1292           72                 1               5                   5
## 1293           54                 5              10                   3
## 1296           46                 1              10                   4
## 1297          154                 7              11                   2
## 1304           90                 4               3                   2
## 1308          138                 1               5                   9
## 1310          134                 2               5                   7
## 1313          205                 6               6                   3
## 1320          168                 3               7                   4
## 1321           93                 1               4                   9
## 1322           75                 1               6                   5
## 1329          102                 3               5                   2
## 1342           95                 1               6                   6
## 1343           53                 2               8                   2
## 1348           88                 6               8                   2
## 1350           50                 8               6                   1
## 1353           82                 1               6                   3
## 1362           88                 5               8                   4
## 1373           80                 1               8                   6
## 1382          131                 1               9                   3
## 1385           57                 1               9                   2
## 1395           80                 2               5                   3
## 1399          100                 4               4                   3
## 1405          246                 1               2                  10
## 1406          101                 4               4                   3
## 1413           74                 1               6                   1
## 1427          138                 3               3                   7
## 1428          126                 1               7                   5
## 1432          130                 1               4                   4
## 1442           45                 0               6                   7
## 1450           48                 4               8                   1
## 1451          191                 1               4                   4
## 1458          153                 2               6                   6
## 1464          170                 7              10                   2
## 1465           99                 3               5                   3
## 1472          107                 2              11                   8
## 1479           47                 2               4                   7
## 1483           89                 1               9                   7
## 1486           50                 6               7                   1
## 1487           97                13               8                   2
## 1490           92                 9               5                   2
## 1493           82                 5               5                   5
## 1494           45                 1               3                   4
## 1496          107                 3              10                   4
## 1497          197                 1               4                   8
## 1500           77                 5              10                   3
## 1504           55                 1              10                   2
## 1505          196                 1               4                   5
## 1510           57                 0               4                   6
## 1514           47                 4               6                   3
## 1521          102                 1               3                   6
## 1523           91                 3              11                   2
## 1525           54                 4               9                   2
## 1526           63                 1               5                   4
## 1532           65                 2               8                   3
## 1535           81                 1               4                   4
## 1543          133                 3               7                   3
## 1554           45                 1               7                   6
## 1556           96                 1               3                   4
## 1558           50                 6               7                   1
## 1568           76                 1               3                  10
## 1573           48                 1               7                   5
## 1585          108                 1               4                   7
## 1586           63                 1               4                   5
## 1596           77                 1               6                   3
## 1599           76                 3               5                   3
## 1603          199                 7               9                   6
## 1607          126                 9               8                   1
## 1611           88                 1               6                   2
## 1614           71                 1               9                   3
## 1620           82                 2               8                   2
## 1621           93                 1               3                   6
## 1625          215                 5               2                   5
## 1626           75                 8               9                   1
## 1628           56                 1               7                   5
## 1631           85                 1               5                   3
## 1632          127                 1               7                   5
## 1642          134                 6               7                   4
## 1644           52                 9               6                   2
## 1646           65                 2               6                   4
## 1655           53                 1               5                   6
## 1657          107                 1               6                   8
## 1658          161                 4               8                   9
## 1664           88                 1               5                  10
## 1671           46                 4              10                   4
## 1672           80                 4               8                   3
## 1673           84                 1               3                   7
## 1674          100                 3               7                   2
## 1675           85                 1               8                   4
## 1683          107                 2               9                   6
## 1684          180                 5               8                   4
## 1692           52                 1               7                   2
## 1694          101                 1               4                   7
## 1695           58                 1               8                   7
## 1703          107                 4               7                   5
## 1706          111                 1               5                   6
## 1707           79                 0               6                   5
## 1712           54                 4               9                   2
## 1713          195                 2               7                   6
## 1717          107                 1               3                   5
## 1727          191                 1               6                   5
## 1729           88                 1               4                  11
## 1731          141                 1               6                   4
## 1732          149                 3               7                   3
## 1743           60                 3               7                   4
## 1744           59                 3               7                   2
## 1746           58                 2               3                   3
## 1747           50                 1               9                   7
## 1749           62                 3               9                   2
## 1757           53                 1               2                   7
## 1770           69                 5               6                   3
## 1772          128                13               2                   2
## 1773           79                 1               6                   6
## 1776          100                 1               3                   9
## 1780           52                 1               3                   2
## 1783           56                 1               7                   5
## 1784          183                 2               7                   7
## 1789           82                 5               5                   5
## 1795          122                 6               4                   4
## 1797           70                 1               2                   3
## 1798          150                 3               5                   4
## 1801          153                 1               5                   7
## 1807          162                 3               4                   4
## 1808          232                 2               9                   5
## 1810           50                 2               5                   2
## 1812           92                 1               3                  11
## 1820           66                 1               2                   9
## 1823          176                11               8                   5
## 1827           85                 1               4                   4
## 1829           63                 1               6                  10
## 1834           67                 1               5                  10
## 1836           53                 1               4                   6
## 1843           97                 2               8                   1
## 1848           95                 1               6                   6
## 1849           59                11               8                   3
## 1853          183                 1               5                  10
## 1855           57                 2               7                   6
## 1860          219                 3               9                   1
## 1861          203                 1               3                   7
## 1862           57                 2               7                   7
## 1863           46                 3               5                   5
## 1867          108                 1               5                   6
## 1875          153                 1               4                   7
## 1889           53                 1               3                   4
## 1890           76                 4               6                  11
## 1898          174                 6              10                   5
## 1899          137                 7               4                   4
## 1905          185                 2               6                   2
## 1912          108                 1               9                   3
## 1913           91                 5               9                   3
## 1915           69                 2               4                   2
## 1918          100                 2               6                   6
## 1927          224                 1               4                   6
## 1929          114                 2               3                   4
## 1930          145                 2               3                   8
## 1935           49                 2               3                   3
## 1936          108                 1               4                   4
## 1944           89                 3               8                   5
## 1945          160                 1               5                   3
## 1949           49                 1               6                   7
## 1950           93                 2               8                   2
## 1952           53                 1               3                  10
## 1960           53                 2               4                   4
## 1966          143                 0               5                   7
## 1973           51                 2               3                   3
## 1974           55                 1               5                   5
## 1976           48                 0               9                   7
## 1979           62                 0               7                   6
## 1983           67                 1               4                   1
## 1990           80                 3               8                   4
## 2008          204                 2               8                   5
## 2015          143                 3               7                   2
## 2017          232                 4              11                   6
## 2020           61                 4              10                   3
## 2023           78                 1              10                   3
## 2024          149                 1               5                   4
## 2025          102                10               4                   6
## 2028          116                 8               4                   3
## 2035           95                 6               7                   2
## 2041          133                 3               7                   3
## 2042          196                 2               9                   2
## 2044          130                 1               4                   4
## 2057           54                 2               5                   5
## 2062           89                 1               9                   7
## 2064           49                 1               4                   6
## 2071          245                 1               4                  10
## 2074          108                 1               3                   7
## 2076          185                 2               4                   4
## 2085          125                 2               7                   2
## 2088           64                 6               8                   2
## 2089          124                 1               7                   3
## 2093           57                 2               6                   8
## 2096          154                 1               3                  10
## 2101          229                 4               5                   2
## 2103           76                 1               5                   6
## 2104          117                 2               7                   1
## 2112          163                 3               3                   5
## 2129          128                 2               5                   3
## 2141           73                 1               6                   5
## 2144          150                 3               5                   4
## 2145           56                 0               4                   3
## 2149          129                 1              11                   3
## 2150           54                 2               6                   4
## 2153          129                 1               5                   6
## 2154          103                 1               4                   2
## 2163           56                 4               7                   4
## 2166          163                 3               3                   5
## 2171           63                 1               7                   7
## 2172          174                 2               9                   5
## 2179           44                 4               8                   8
## 2181           54                 2               5                   5
## 2189           53                 1               6                   2
## 2195           57                 0               4                   6
## 2197           62                 4               6                   1
## 2199           80                 1               3                   6
## 2203           88                 6               8                   2
## 2204           53                 8              11                   1
## 2205           91                 5               4                   2
## 2215           61                 2               6                   5
##      NumStorePurchases NumWebVisitsMonth AcceptedCmp3 AcceptedCmp4 AcceptedCmp5
## 15                  12                 3            0            0            1
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##      AcceptedCmp1 AcceptedCmp2 Complain Z_CostContact Z_Revenue Response
## 15              1            0        0             3        11        1
## 18              1            0        0             3        11        0
## 43              0            0        0             3        11        0
## 50              1            0        0             3        11        1
## 51              0            0        0             3        11        0
## 52              0            0        0             3        11        1
## 56              0            0        0             3        11        1
## 58              0            0        0             3        11        0
## 64              0            0        0             3        11        0
## 67              0            0        0             3        11        0
## 72              0            0        0             3        11        1
## 74              0            0        0             3        11        1
## 79              0            0        0             3        11        0
## 83              0            0        0             3        11        0
## 88              0            0        0             3        11        0
## 90              1            0        0             3        11        0
## 94              0            0        0             3        11        0
## 95              0            0        0             3        11        0
## 99              0            0        0             3        11        0
## 102             0            0        0             3        11        0
## 104             0            0        0             3        11        0
## 106             0            0        0             3        11        0
## 112             0            0        0             3        11        0
## 116             1            0        0             3        11        1
## 117             0            0        0             3        11        0
## 118             0            0        0             3        11        1
## 123             0            0        0             3        11        0
## 131             0            0        0             3        11        1
## 132             0            0        0             3        11        0
## 135             0            0        0             3        11        0
## 144             0            0        0             3        11        0
## 149             0            0        0             3        11        0
## 158             0            0        0             3        11        0
## 169             1            0        0             3        11        0
## 172             0            0        0             3        11        0
## 177             0            0        0             3        11        0
## 181             0            0        0             3        11        0
## 187             0            0        0             3        11        0
## 191             0            0        0             3        11        0
## 192             0            0        0             3        11        0
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## 1966            1            0        0             3        11        0
## 1973            0            0        0             3        11        0
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## 1976            0            0        0             3        11        1
## 1979            1            0        0             3        11        1
## 1983            0            0        0             3        11        0
## 1990            0            0        0             3        11        0
## 2008            0            0        0             3        11        0
## 2015            0            0        0             3        11        0
## 2017            0            0        0             3        11        0
## 2020            0            0        0             3        11        0
## 2023            0            0        0             3        11        0
## 2024            0            0        0             3        11        0
## 2025            0            0        0             3        11        0
## 2028            0            0        0             3        11        0
## 2035            1            0        0             3        11        0
## 2041            0            0        0             3        11        0
## 2042            0            0        0             3        11        0
## 2044            0            0        0             3        11        0
## 2057            0            0        0             3        11        1
## 2062            0            0        0             3        11        0
## 2064            0            0        0             3        11        0
## 2071            1            0        0             3        11        1
## 2074            0            0        0             3        11        0
## 2076            0            0        0             3        11        1
## 2085            0            0        0             3        11        1
## 2088            0            0        0             3        11        0
## 2089            0            0        0             3        11        0
## 2093            0            0        0             3        11        0
## 2096            0            0        0             3        11        0
## 2101            0            0        0             3        11        0
## 2103            0            1        0             3        11        0
## 2104            0            0        0             3        11        0
## 2112            0            0        0             3        11        0
## 2129            1            0        0             3        11        0
## 2141            1            0        0             3        11        0
## 2144            0            0        0             3        11        0
## 2145            1            1        0             3        11        1
## 2149            0            1        0             3        11        1
## 2150            0            0        0             3        11        0
## 2153            1            0        0             3        11        1
## 2154            0            0        0             3        11        0
## 2163            0            0        0             3        11        0
## 2166            0            0        0             3        11        0
## 2171            1            0        0             3        11        1
## 2172            0            0        0             3        11        1
## 2179            0            0        0             3        11        0
## 2181            0            0        0             3        11        0
## 2189            0            0        0             3        11        0
## 2195            0            0        0             3        11        0
## 2197            0            0        0             3        11        0
## 2199            0            0        0             3        11        1
## 2203            0            0        0             3        11        0
## 2204            0            0        0             3        11        0
## 2205            0            0        0             3        11        0
## 2215            0            0        0             3        11        0
##      actual_age Total_Purch         test
## 15           75          26 CONSERVATORY
## 18           72          26 CONSERVATORY
## 43           45          16 CONSERVATORY
## 50           44          21 CONSERVATORY
## 51           43          23 CONSERVATORY
## 52           66          27 CONSERVATORY
## 56           39          21 CONSERVATORY
## 58           69          24 CONSERVATORY
## 64           63          18 CONSERVATORY
## 67           62          30 CONSERVATORY
## 72           45          22 CONSERVATORY
## 74           56          21 CONSERVATORY
## 79           34          27 CONSERVATORY
## 83           48          19 CONSERVATORY
## 88           61          22 CONSERVATORY
## 90           70          25 CONSERVATORY
## 94           42          27 CONSERVATORY
## 95           76          16 CONSERVATORY
## 99           52          26 CONSERVATORY
## 102          42          24 CONSERVATORY
## 104          58          20 CONSERVATORY
## 106          41          21 CONSERVATORY
## 112          68          22 CONSERVATORY
## 116          38          27 CONSERVATORY
## 117          56          16 CONSERVATORY
## 118          37          16 CONSERVATORY
## 123          52          19 CONSERVATORY
## 131          45          17 CONSERVATORY
## 132          59          23 CONSERVATORY
## 135          45          15 CONSERVATORY
## 144          69          26 CONSERVATORY
## 149          66          18 CONSERVATORY
## 158          33          15 CONSERVATORY
## 169          70          25 CONSERVATORY
## 172          75          24 CONSERVATORY
## 177          55          18 CONSERVATORY
## 181          32          28 CONSERVATORY
## 187          67          17 CONSERVATORY
## 191          53          18 CONSERVATORY
## 192          43          29 CONSERVATORY
## 193          44          26 CONSERVATORY
## 199          67          29 CONSERVATORY
## 203          47          26 CONSERVATORY
## 204          36          17 CONSERVATORY
## 214          59          32 CONSERVATORY
## 217          69          18 CONSERVATORY
## 233          31          22 CONSERVATORY
## 234          63          31 CONSERVATORY
## 236          49          16 CONSERVATORY
## 237          68          21 CONSERVATORY
## 239          52          25 CONSERVATORY
## 242          47          29 CONSERVATORY
## 256          58          19 CONSERVATORY
## 258          51          13 CONSERVATORY
## 266          65          23 CONSERVATORY
## 268          35          17 CONSERVATORY
## 269          53          22 CONSERVATORY
## 273          47          15 CONSERVATORY
## 276          69          23 CONSERVATORY
## 277          65          33 CONSERVATORY
## 282          41          19 CONSERVATORY
## 295          60          23 CONSERVATORY
## 306          36          15 CONSERVATORY
## 308          50          21 CONSERVATORY
## 323          61          22 CONSERVATORY
## 326          56          22 CONSERVATORY
## 335          51          15 CONSERVATORY
## 339          35          22 CONSERVATORY
## 345          52          15 CONSERVATORY
## 348          64          22 CONSERVATORY
## 352          54          22 CONSERVATORY
## 353          52          19 CONSERVATORY
## 356          59          16 CONSERVATORY
## 361          55          23 CONSERVATORY
## 366          60          20 CONSERVATORY
## 370          67          14 CONSERVATORY
## 375          61          26 CONSERVATORY
## 377          53          19 CONSERVATORY
## 378          42          19 CONSERVATORY
## 380          28          16 CONSERVATORY
## 382          53          23 CONSERVATORY
## 383          30          24 CONSERVATORY
## 402          59          19 CONSERVATORY
## 406          40          26 CONSERVATORY
## 411          47          16 CONSERVATORY
## 415          32          19 CONSERVATORY
## 417          53          24 CONSERVATORY
## 419          32          21 CONSERVATORY
## 420          54          39 CONSERVATORY
## 421          57          25 CONSERVATORY
## 444          55          24 CONSERVATORY
## 448          57          16 CONSERVATORY
## 449          72          22 CONSERVATORY
## 451          58          19 CONSERVATORY
## 457          50          25 CONSERVATORY
## 458          46          33 CONSERVATORY
## 463          65          26 CONSERVATORY
## 466          49          19 CONSERVATORY
## 474          45          17 CONSERVATORY
## 475          47          21 CONSERVATORY
## 478          63          21 CONSERVATORY
## 491          36          21 CONSERVATORY
## 493          68          28 CONSERVATORY
## 495          32          22 CONSERVATORY
## 497          62          25 CONSERVATORY
## 499          42          23 CONSERVATORY
## 501          62          19 CONSERVATORY
## 506          62          17 CONSERVATORY
## 509          34          13 CONSERVATORY
## 510          30          13 CONSERVATORY
## 511          68          16 CONSERVATORY
## 517          61          19 CONSERVATORY
## 518          46          19 CONSERVATORY
## 532          45          20 CONSERVATORY
## 542          72          25 CONSERVATORY
## 544          43          21 CONSERVATORY
## 545          39          19 CONSERVATORY
## 551          51          26 CONSERVATORY
## 580          56          20 CONSERVATORY
## 589          61          23 CONSERVATORY
## 590          66          17 CONSERVATORY
## 591          73          20 CONSERVATORY
## 612          66          21 CONSERVATORY
## 614          46          20 CONSERVATORY
## 619          63          14 CONSERVATORY
## 620          51          26 CONSERVATORY
## 622          48          21 CONSERVATORY
## 624          69          32 CONSERVATORY
## 625          59          14 CONSERVATORY
## 626          71          26 CONSERVATORY
## 627          50          18 CONSERVATORY
## 628          61          26 CONSERVATORY
## 632          74          13 CONSERVATORY
## 634          51          30 CONSERVATORY
## 636          44          28 CONSERVATORY
## 637          63          17 CONSERVATORY
## 646          74          26 CONSERVATORY
## 650          46          24 CONSERVATORY
## 659          59          21 CONSERVATORY
## 660          51          17 CONSERVATORY
## 661          41          20 CONSERVATORY
## 665          42          17 CONSERVATORY
## 669          54          30 CONSERVATORY
## 672          54          17 CONSERVATORY
## 673          45          20 CONSERVATORY
## 690          43          21 CONSERVATORY
## 693          35          22 CONSERVATORY
## 699          56          26 CONSERVATORY
## 701          68          20 CONSERVATORY
## 704          61          17 CONSERVATORY
## 706          51          31 CONSERVATORY
## 709          67          21 CONSERVATORY
## 714          66          24 CONSERVATORY
## 715          45          23 CONSERVATORY
## 717          30          26 CONSERVATORY
## 720          43          23 CONSERVATORY
## 727          52          20 CONSERVATORY
## 733          69          20 CONSERVATORY
## 735          26          24 CONSERVATORY
## 737          67          28 CONSERVATORY
## 740          46          24 CONSERVATORY
## 741          52          25 CONSERVATORY
## 742          42          21 CONSERVATORY
## 743          43          24 CONSERVATORY
## 745          57          20 CONSERVATORY
## 754          44          17 CONSERVATORY
## 755          34          29 CONSERVATORY
## 757          65          18 CONSERVATORY
## 758          42          21 CONSERVATORY
## 759          70          20 CONSERVATORY
## 760          56          25 CONSERVATORY
## 776          43          22 CONSERVATORY
## 785          56          26 CONSERVATORY
## 795          64          17 CONSERVATORY
## 796          49          20 CONSERVATORY
## 797          49          22 CONSERVATORY
## 801          66          27 CONSERVATORY
## 806          49          21 CONSERVATORY
## 819          29          18 CONSERVATORY
## 823          65          28 CONSERVATORY
## 825          41          27 CONSERVATORY
## 832          61          17 CONSERVATORY
## 833          51          19 CONSERVATORY
## 834          30          19 CONSERVATORY
## 835          65          23 CONSERVATORY
## 840          64          25 CONSERVATORY
## 843          42          31 CONSERVATORY
## 845          36          22 CONSERVATORY
## 851          32          17 CONSERVATORY
## 856          43          16 CONSERVATORY
## 862          43          23 CONSERVATORY
## 866          65          28 CONSERVATORY
## 873          51          19 CONSERVATORY
## 877          43          20 CONSERVATORY
## 880          38          25 CONSERVATORY
## 885          63          25 CONSERVATORY
## 888          63          18 CONSERVATORY
## 891          48          13 CONSERVATORY
## 893          44          18 CONSERVATORY
## 900          58          31 CONSERVATORY
## 903          67          14 CONSERVATORY
## 906          67          14 CONSERVATORY
## 909          28          19 CONSERVATORY
## 913          42          16 CONSERVATORY
## 914          43          19 CONSERVATORY
## 915          39          19 CONSERVATORY
## 916          28          16 CONSERVATORY
## 920          70          25 CONSERVATORY
## 926          50          26 CONSERVATORY
## 929          59          20 CONSERVATORY
## 930          38          12 CONSERVATORY
## 934          39          20 CONSERVATORY
## 937          46          16 CONSERVATORY
## 944          56          16 CONSERVATORY
## 945          69          22 CONSERVATORY
## 948          54          26 CONSERVATORY
## 953          62          21 CONSERVATORY
## 954          48          23 CONSERVATORY
## 957          41          24 CONSERVATORY
## 958          33          18 CONSERVATORY
## 967          67          28 CONSERVATORY
## 971          43          29 CONSERVATORY
## 972          71          23 CONSERVATORY
## 975          52          26 CONSERVATORY
## 976          45          27 CONSERVATORY
## 978          67          17 CONSERVATORY
## 981          32          24 CONSERVATORY
## 986          48          25 CONSERVATORY
## 987          65          16 CONSERVATORY
## 994          68          23 CONSERVATORY
## 995          69          20 CONSERVATORY
## 998          42          21 CONSERVATORY
## 1004         56          20 CONSERVATORY
## 1013         54          21 CONSERVATORY
## 1022         48          19 CONSERVATORY
## 1027         68          21 CONSERVATORY
## 1028         62          18 CONSERVATORY
## 1038         56          20 CONSERVATORY
## 1040         72          25 CONSERVATORY
## 1046         69          22 CONSERVATORY
## 1047         34          17 CONSERVATORY
## 1049         63          26 CONSERVATORY
## 1054         29          23 CONSERVATORY
## 1055         56          33 CONSERVATORY
## 1059         55          25 CONSERVATORY
## 1060         66          23 CONSERVATORY
## 1062         63          14 CONSERVATORY
## 1063         60          21 CONSERVATORY
## 1064         40          25 CONSERVATORY
## 1072         51          20 CONSERVATORY
## 1080         62          17 CONSERVATORY
## 1089         42          14 CONSERVATORY
## 1114         55          18 CONSERVATORY
## 1117         69          25 CONSERVATORY
## 1118         70          17 CONSERVATORY
## 1121         45          24 CONSERVATORY
## 1128         68          22 CONSERVATORY
## 1132         76          25 CONSERVATORY
## 1141         47          26 CONSERVATORY
## 1147         70          25 CONSERVATORY
## 1151         27          21 CONSERVATORY
## 1156         73          17 CONSERVATORY
## 1157         52          16 CONSERVATORY
## 1167         30          18 CONSERVATORY
## 1183         53          22 CONSERVATORY
## 1187         60          27 CONSERVATORY
## 1189         62          22 CONSERVATORY
## 1200         49          31 CONSERVATORY
## 1201         52          21 CONSERVATORY
## 1206         30          24 CONSERVATORY
## 1214         66          22 CONSERVATORY
## 1216         46          18 CONSERVATORY
## 1225         49          24 CONSERVATORY
## 1230         59          23 CONSERVATORY
## 1238         56          13 CONSERVATORY
## 1245         46          19 CONSERVATORY
## 1247         52          23 CONSERVATORY
## 1249         38          17 CONSERVATORY
## 1254         58          29 CONSERVATORY
## 1257         63          19 CONSERVATORY
## 1261         55          25 CONSERVATORY
## 1263         50          22 CONSERVATORY
## 1266         43          22 CONSERVATORY
## 1268         38          19 CONSERVATORY
## 1269         50          28 CONSERVATORY
## 1271         70          17 CONSERVATORY
## 1276         49          23 CONSERVATORY
## 1277         50          21 CONSERVATORY
## 1285         55          25 CONSERVATORY
## 1292         42          19 CONSERVATORY
## 1293         55          26 CONSERVATORY
## 1296         39          28 CONSERVATORY
## 1297         49          32 CONSERVATORY
## 1304         56          17 CONSERVATORY
## 1308         61          27 CONSERVATORY
## 1310         53          26 CONSERVATORY
## 1313         59          28 CONSERVATORY
## 1320         59          21 CONSERVATORY
## 1321         73          27 CONSERVATORY
## 1322         43          20 CONSERVATORY
## 1329         44          16 CONSERVATORY
## 1342         39          20 CONSERVATORY
## 1343         59          23 CONSERVATORY
## 1348         53          22 CONSERVATORY
## 1350         47          22 CONSERVATORY
## 1353         63          16 CONSERVATORY
## 1362         52          28 CONSERVATORY
## 1373         42          21 CONSERVATORY
## 1382         53          22 CONSERVATORY
## 1385         49          21 CONSERVATORY
## 1395         49          16 CONSERVATORY
## 1399         42          19 CONSERVATORY
## 1405         49          23 CONSERVATORY
## 1406         55          23 CONSERVATORY
## 1413         49          14 CONSERVATORY
## 1427         73          23 CONSERVATORY
## 1428         75          23 CONSERVATORY
## 1432         39          17 CONSERVATORY
## 1442         51          25 CONSERVATORY
## 1450         68          21 CONSERVATORY
## 1451         69          20 CONSERVATORY
## 1458         63          21 CONSERVATORY
## 1464         42          31 CONSERVATORY
## 1465         61          23 CONSERVATORY
## 1472         66          29 CONSERVATORY
## 1479         62          26 CONSERVATORY
## 1483         33          30 CONSERVATORY
## 1486         44          20 CONSERVATORY
## 1487         48          32 CONSERVATORY
## 1490         49          26 CONSERVATORY
## 1493         63          27 CONSERVATORY
## 1494         33          18 CONSERVATORY
## 1496         56          26 CONSERVATORY
## 1497         35          22 CONSERVATORY
## 1500         59          26 CONSERVATORY
## 1504         38          19 CONSERVATORY
## 1505         50          22 CONSERVATORY
## 1510         73          17 CONSERVATORY
## 1514         46          26 CONSERVATORY
## 1521         62          16 CONSERVATORY
## 1523         54          28 CONSERVATORY
## 1525         60          27 CONSERVATORY
## 1526         43          20 CONSERVATORY
## 1532         64          20 CONSERVATORY
## 1535         56          16 CONSERVATORY
## 1543         45          26 CONSERVATORY
## 1554         75          26 CONSERVATORY
## 1556         30          18 CONSERVATORY
## 1558         44          20 CONSERVATORY
## 1568         34          27 CONSERVATORY
## 1573         34          25 CONSERVATORY
## 1585         65          24 CONSERVATORY
## 1586         66          20 CONSERVATORY
## 1596         31          19 CONSERVATORY
## 1599         37          24 CONSERVATORY
## 1603         65          31 CONSERVATORY
## 1607         62          24 CONSERVATORY
## 1611         58          17 CONSERVATORY
## 1614         74          26 CONSERVATORY
## 1620         67          19 CONSERVATORY
## 1621         76          22 CONSERVATORY
## 1625         57          18 CONSERVATORY
## 1626         40          25 CONSERVATORY
## 1628         40          21 CONSERVATORY
## 1631         40          21 CONSERVATORY
## 1632         54          20 CONSERVATORY
## 1642         49          23 CONSERVATORY
## 1644         63          24 CONSERVATORY
## 1646         45          24 CONSERVATORY
## 1655         70          18 CONSERVATORY
## 1657         66          21 CONSERVATORY
## 1658         51          34 CONSERVATORY
## 1664         43          23 CONSERVATORY
## 1671         53          25 CONSERVATORY
## 1672         50          27 CONSERVATORY
## 1673         32          22 CONSERVATORY
## 1674         70          21 CONSERVATORY
## 1675         34          19 CONSERVATORY
## 1683         70          25 CONSERVATORY
## 1684         45          28 CONSERVATORY
## 1692         43          20 CONSERVATORY
## 1694         35          22 CONSERVATORY
## 1695         62          23 CONSERVATORY
## 1703         45          25 CONSERVATORY
## 1706         30          19 CONSERVATORY
## 1707         59          24 CONSERVATORY
## 1712         60          27 CONSERVATORY
## 1713         70          28 CONSERVATORY
## 1717         55          21 CONSERVATORY
## 1727         74          25 CONSERVATORY
## 1729         69          23 CONSERVATORY
## 1731         75          24 CONSERVATORY
## 1732         52          23 CONSERVATORY
## 1743         49          21 CONSERVATORY
## 1744         57          20 CONSERVATORY
## 1746         46          16 CONSERVATORY
## 1747         44          26 CONSERVATORY
## 1749         65          26 CONSERVATORY
## 1757         69          17 CONSERVATORY
## 1770         48          20 CONSERVATORY
## 1772         42          29 CONSERVATORY
## 1773         42          24 CONSERVATORY
## 1776         59          26 CONSERVATORY
## 1780         66          14 CONSERVATORY
## 1783         40          21 CONSERVATORY
## 1784         45          26 CONSERVATORY
## 1789         63          27 CONSERVATORY
## 1795         58          21 CONSERVATORY
## 1797         29          12 CONSERVATORY
## 1798         67          20 CONSERVATORY
## 1801         70          22 CONSERVATORY
## 1807         53          23 CONSERVATORY
## 1808         43          25 CONSERVATORY
## 1810         56          15 CONSERVATORY
## 1812         63          24 CONSERVATORY
## 1820         51          25 CONSERVATORY
## 1823         67          33 CONSERVATORY
## 1827         64          15 CONSERVATORY
## 1829         46          23 CONSERVATORY
## 1834         26          28 CONSERVATORY
## 1836         43          21 CONSERVATORY
## 1843         36          18 CONSERVATORY
## 1848         39          20 CONSERVATORY
## 1849         48          29 CONSERVATORY
## 1853         44          22 CONSERVATORY
## 1855         57          26 CONSERVATORY
## 1860         62          21 CONSERVATORY
## 1861         63          20 CONSERVATORY
## 1862         70          26 CONSERVATORY
## 1863         46          26 CONSERVATORY
## 1867         52          23 CONSERVATORY
## 1875         32          20 CONSERVATORY
## 1889         67          14 CONSERVATORY
## 1890         50          28 CONSERVATORY
## 1898         58          31 CONSERVATORY
## 1899         53          23 CONSERVATORY
## 1905         49          22 CONSERVATORY
## 1912         64          19 CONSERVATORY
## 1913         56          24 CONSERVATORY
## 1915         74          15 CONSERVATORY
## 1918         70          23 CONSERVATORY
## 1927         37          23 CONSERVATORY
## 1929         70          19 CONSERVATORY
## 1930         39          20 CONSERVATORY
## 1935         45          18 CONSERVATORY
## 1936         70          19 CONSERVATORY
## 1944         56          26 CONSERVATORY
## 1945         59          15 CONSERVATORY
## 1949         74          26 CONSERVATORY
## 1950         49          22 CONSERVATORY
## 1952         72          21 CONSERVATORY
## 1960         58          18 CONSERVATORY
## 1966         70          21 CONSERVATORY
## 1973         65          16 CONSERVATORY
## 1974         58          19 CONSERVATORY
## 1976         74          27 CONSERVATORY
## 1979         41          21 CONSERVATORY
## 1983         41          12 CONSERVATORY
## 1990         51          23 CONSERVATORY
## 2008         56          28 CONSERVATORY
## 2015         66          23 CONSERVATORY
## 2017         46          29 CONSERVATORY
## 2020         44          29 CONSERVATORY
## 2023         39          24 CONSERVATORY
## 2024         30          18 CONSERVATORY
## 2025         51          29 CONSERVATORY
## 2028         50          21 CONSERVATORY
## 2035         46          21 CONSERVATORY
## 2041         45          26 CONSERVATORY
## 2042         71          25 CONSERVATORY
## 2044         39          17 CONSERVATORY
## 2057         51          19 CONSERVATORY
## 2062         33          30 CONSERVATORY
## 2064         29          18 CONSERVATORY
## 2071         28          22 CONSERVATORY
## 2074         46          19 CONSERVATORY
## 2076         45          20 CONSERVATORY
## 2085         51          19 CONSERVATORY
## 2088         66          23 CONSERVATORY
## 2089         40          24 CONSERVATORY
## 2093         52          26 CONSERVATORY
## 2096         59          22 CONSERVATORY
## 2101         65          23 CONSERVATORY
## 2103         49          24 CONSERVATORY
## 2104         55          18 CONSERVATORY
## 2112         64          17 CONSERVATORY
## 2129         49          16 CONSERVATORY
## 2141         72          23 CONSERVATORY
## 2144         67          20 CONSERVATORY
## 2145         31          14 CONSERVATORY
## 2149         51          27 CONSERVATORY
## 2150         46          23 CONSERVATORY
## 2153         46          19 CONSERVATORY
## 2154         54          17 CONSERVATORY
## 2163         61          28 CONSERVATORY
## 2166         64          17 CONSERVATORY
## 2171         64          25 CONSERVATORY
## 2172         64          22 CONSERVATORY
## 2179         52          26 CONSERVATORY
## 2181         43          23 CONSERVATORY
## 2189         40          18 CONSERVATORY
## 2195         73          17 CONSERVATORY
## 2197         36          17 CONSERVATORY
## 2199         39          21 CONSERVATORY
## 2203         53          22 CONSERVATORY
## 2204         42          26 CONSERVATORY
## 2205         59          19 CONSERVATORY
## 2215         65          23 CONSERVATORY
which (cat_num_cols$test == 'TECH')
##   [1]    1   20   24   30   39   44   65   78  103  109  121  134  142  164  166
##  [16]  188  189  205  208  216  238  257  260  271  279  293  311  313  327  333
##  [31]  374  391  445  467  470  481  490  502  512  516  519  530  534  558  569
##  [46]  571  574  593  631  647  668  670  677  679  680  696  703  711  724  738
##  [61]  752  753  756  767  775  778  782  790  805  816  824  827  838  852  864
##  [76]  876  879  883  884  917  922  928  931  935  947  990 1010 1023 1031 1036
##  [91] 1068 1070 1073 1075 1090 1099 1103 1105 1106 1110 1161 1178 1184 1186 1202
## [106] 1231 1232 1241 1242 1244 1272 1283 1286 1289 1291 1294 1309 1311 1316 1317
## [121] 1318 1339 1370 1374 1383 1387 1398 1400 1431 1438 1449 1457 1484 1491 1499
## [136] 1512 1518 1531 1537 1553 1581 1584 1668 1670 1699 1725 1735 1753 1778 1790
## [151] 1804 1811 1813 1822 1825 1847 1874 1881 1895 1897 1924 1957 1959 1964 1971
## [166] 1980 1991 1994 2018 2032 2047 2056 2060 2061 2075 2077 2086 2091 2111 2117
## [181] 2123 2138 2146 2151 2156 2175 2176 2178 2212
cat_num_cols[which (cat_num_cols$test == 'TECH') , ]
##      Education_2n Cycle Education_Basic Education_Graduation Education_Master
## 1                     0               0                    1                0
## 20                    0               0                    1                0
## 24                    0               0                    1                0
## 30                    0               0                    0                1
## 39                    0               0                    1                0
## 44                    1               0                    0                0
## 65                    0               0                    1                0
## 78                    0               0                    0                1
## 103                   0               0                    0                0
## 109                   1               0                    0                0
## 121                   0               0                    1                0
## 134                   0               0                    1                0
## 142                   1               0                    0                0
## 164                   0               0                    1                0
## 166                   0               0                    0                0
## 188                   0               0                    1                0
## 189                   0               0                    0                0
## 205                   0               0                    1                0
## 208                   0               0                    0                1
## 216                   0               0                    1                0
## 238                   0               0                    0                0
## 257                   0               0                    0                0
## 260                   0               0                    1                0
## 271                   0               0                    1                0
## 279                   0               0                    0                1
## 293                   0               0                    1                0
## 311                   0               0                    0                0
## 313                   0               0                    1                0
## 327                   0               0                    0                0
## 333                   0               0                    1                0
## 374                   0               0                    0                1
## 391                   0               0                    1                0
## 445                   0               0                    0                1
## 467                   0               0                    1                0
## 470                   0               0                    1                0
## 481                   0               0                    0                1
## 490                   0               1                    0                0
## 502                   0               0                    0                0
## 512                   0               0                    1                0
## 516                   0               0                    1                0
## 519                   0               0                    1                0
## 530                   0               0                    0                0
## 534                   0               0                    1                0
## 558                   0               0                    1                0
## 569                   0               0                    1                0
## 571                   0               0                    0                1
## 574                   0               0                    1                0
## 593                   0               0                    0                1
## 631                   0               0                    1                0
## 647                   0               0                    0                0
## 668                   0               0                    1                0
## 670                   1               0                    0                0
## 677                   0               0                    0                0
## 679                   0               0                    1                0
## 680                   0               0                    0                1
## 696                   0               0                    0                0
## 703                   0               0                    0                0
## 711                   0               0                    1                0
## 724                   0               0                    1                0
## 738                   0               0                    0                0
## 752                   0               0                    1                0
## 753                   0               0                    1                0
## 756                   1               0                    0                0
## 767                   0               0                    1                0
## 775                   0               0                    0                0
## 778                   0               0                    0                1
## 782                   0               0                    1                0
## 790                   0               0                    1                0
## 805                   0               0                    1                0
## 816                   0               0                    0                0
## 824                   0               0                    0                1
## 827                   0               0                    1                0
## 838                   0               0                    1                0
## 852                   1               0                    0                0
## 864                   0               0                    0                1
## 876                   0               0                    1                0
## 879                   0               0                    0                1
## 883                   0               0                    0                0
## 884                   0               0                    1                0
## 917                   0               0                    0                0
## 922                   0               0                    1                0
## 928                   1               0                    0                0
## 931                   0               0                    1                0
## 935                   0               0                    1                0
## 947                   0               0                    0                0
## 990                   1               0                    0                0
## 1010                  0               0                    0                0
## 1023                  0               0                    1                0
## 1031                  0               0                    1                0
## 1036                  0               0                    1                0
## 1068                  0               0                    1                0
## 1070                  0               0                    1                0
## 1073                  0               0                    1                0
## 1075                  0               0                    0                0
## 1090                  0               0                    1                0
## 1099                  1               0                    0                0
## 1103                  0               0                    1                0
## 1105                  0               0                    0                1
## 1106                  0               1                    0                0
## 1110                  0               0                    0                1
## 1161                  0               0                    0                1
## 1178                  0               0                    0                1
## 1184                  1               0                    0                0
## 1186                  0               0                    0                0
## 1202                  0               0                    1                0
## 1231                  0               0                    0                1
## 1232                  0               0                    0                0
## 1241                  0               0                    1                0
## 1242                  0               0                    1                0
## 1244                  1               0                    0                0
## 1272                  0               1                    0                0
## 1283                  0               0                    0                1
## 1286                  0               0                    1                0
## 1289                  0               0                    1                0
## 1291                  0               0                    1                0
## 1294                  0               0                    1                0
## 1309                  0               0                    0                1
## 1311                  0               0                    1                0
## 1316                  0               0                    0                1
## 1317                  0               0                    0                0
## 1318                  0               0                    1                0
## 1339                  0               0                    1                0
## 1370                  0               0                    1                0
## 1374                  0               0                    0                1
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##      Marital_Status_Together Marital_Status_Widow Marital_Status_YOLO
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##      Country_AUS Country_CA Country_GER Country_IND Country_ME Country_SA
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## 1964           0          0           0           0          0          0
## 1971           0          0           0           0          0          0
## 1980           0          0           0           0          0          0
## 1991           0          0           0           0          0          0
## 1994           0          0           0           0          0          0
## 2018           0          0           0           0          0          0
## 2032           0          0           0           0          0          0
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## 2212           0          0           0           0          0          1
##      Country_SP Country_US    ID Year_Birth Income Kidhome Teenhome Recency
## 1             0          1  5524       1957  58138       0        0      58
## 20            0          1  9360       1982  37040       0        0      41
## 24            0          1  1409       1951  40689       0        1      69
## 30            0          0  3033       1963  38620       0        0      56
## 39            0          0  8601       1980  80011       0        1       3
## 44            0          0  9909       1996   7500       0        0      24
## 65            0          0  1357       1970  74854       1        2      90
## 78            0          0  4119       1963  38620       0        0      56
## 103           0          0  7431       1991  68126       0        0      40
## 109           0          0   367       1978  36550       1        0      74
## 121           0          0  8026       1952  62998       0        1      10
## 134           0          0  9701       1988  41883       1        0      13
## 142           0          0  7798       1972  46344       0        1      28
## 164           0          0   641       1967  52074       0        1      77
## 166           0          0 10314       1948  83837       0        0      79
## 188           0          0  6422       1954  86718       0        0      20
## 189           0          0  3182       1973  46854       1        1      81
## 205           0          0  1584       1977  41443       1        0      79
## 208           0          0  1377       1954  44551       0        1      24
## 216           0          0  7375       1976  51369       0        1      84
## 238           0          0  8867       1988  67546       0        0      90
## 257           0          0  9703       1970  38097       1        1      70
## 260           0          0  2379       1953  69267       0        0      31
## 271           0          0 10144       1976  51369       0        1      84
## 279           0          0  4697       1949  35416       0        0      62
## 293           0          0  1717       1988  39747       1        0      43
## 311           1          0  9750       1961  64325       0        1      41
## 313           1          0  7214       1957  62187       0        0      49
## 327           1          0  1150       1899  83532       0        0      36
## 333           1          0  1411       1952  82623       0        0      58
## 374           1          0  6720       1968  43795       0        1      11
## 391           1          0   615       1960  30507       0        0      29
## 445           1          0  3225       1984  42207       1        0      71
## 467           1          0 10581       1977  41124       1        0      41
## 470           1          0  8346       1974  32233       1        0      26
## 481           1          0  9426       1964  58308       0        1      77
## 490           1          0  8151       1990  24279       0        0       6
## 502           1          0   182       1946  44124       0        1      62
## 512           1          0    35       1987  25545       1        0      35
## 516           1          0  4702       1964  61839       0        0      20
## 519           1          0  2004       1969  72679       0        1      65
## 530           1          0  5036       1984  42710       1        0      38
## 534           1          0 10955       1964  85620       0        0      68
## 558           1          0  6818       1974  44989       0        1      26
## 569           1          0  5314       1951  40689       0        1      69
## 571           1          0  5123       1951  27450       0        0      57
## 574           1          0  9058       1955  79800       0        0      65
## 593           1          0  7141       1986  21888       1        0      15
## 631           1          0  2942       1964  45906       0        1      20
## 647           1          0  6940       1966  46734       1        2      86
## 668           0          1  2891       1963  68118       0        1      51
## 670           0          1    75       1982  41039       0        0      32
## 677           0          1  7279       1969  69476       0        0       3
## 679           0          1   143       1970  61209       0        0      73
## 680           0          1   450       1958  42315       0        1      90
## 696           0          0  3336       1948  66375       0        1      96
## 703           0          0 10479       1975  76618       0        0      64
## 711           0          0 10936       1965  72190       0        0      79
## 724           0          0  7072       1973  67432       0        1      69
## 738           0          0  6974       1972  83443       0        0      89
## 752           0          0  4508       1952  75127       0        0      92
## 753           0          0   221       1955  48726       0        1      90
## 756           0          0    20       1965  46891       0        1      91
## 767           0          0 10736       1971  72258       0        1      28
## 775           0          0  6299       1968  42564       0        1      28
## 778           0          0  6543       1945  62847       0        0      45
## 782           0          0  4442       1961  46524       0        1      70
## 790           0          0   236       1951  34838       1        1      62
## 805           0          0  7462       1954  22507       0        0      67
## 816           0          0  2150       1958  80995       0        1      83
## 824           0          0  6141       1972  49494       1        0      46
## 827           0          0  5121       1977  56628       0        1      30
## 838           0          0  7848       1974  49166       0        1      17
## 852           0          0  4120       1975  49514       1        0      61
## 864           0          0   773       1971  42835       1        1      64
## 876           0          0  8825       1962  51195       1        1      46
## 879           0          0  7108       1965  51390       1        1      54
## 883           0          0  9224       1972  55260       0        1      81
## 884           0          0  5519       1956  64090       0        1       8
## 917           0          0 10673       1976  68397       0        1       6
## 922           0          0  4843       1952  75127       0        0      92
## 928           0          0  8957       1952  64831       1        1      51
## 931           0          0  5386       1953  94384       0        0      62
## 935           0          0  8405       1979  68274       1        1      83
## 947           0          0  9665       1957  54237       0        1      48
## 990           1          0  9984       1981  56337       1        1      25
## 1010          1          0  6059       1953  64504       1        2      81
## 1023          1          0  9503       1980  28071       0        0      65
## 1031          1          0  4998       1962  76081       0        0      85
## 1036          1          0  8870       1984  35196       1        0      68
## 1068          1          0  3535       1965  66294       0        0      68
## 1070          1          0  8707       1956  79456       0        0      12
## 1073          1          0  6295       1977  54233       0        1      46
## 1075          1          0  1509       1958  84460       0        0      80
## 1090          1          0  1545       1986  38508       1        0      95
## 1099          1          0  1524       1983  81698       0        0       1
## 1103          1          0  4356       1971  71819       0        1      70
## 1105          1          0  1175       1983  36262       0        0      24
## 1106          1          0   880       1966  22634       0        0      47
## 1110          1          0   675       1973  52034       1        1      67
## 1161          1          0 10660       1957  66726       1        1      61
## 1178          1          0   590       1970  78579       0        0      35
## 1184          1          0  2246       1965  46891       0        1      91
## 1186          1          0  5545       1972  78075       0        0      72
## 1202          1          0  3439       1972  56721       1        1      64
## 1231          1          0  7718       1947  66000       0        0      36
## 1232          1          0  1291       1978  27683       1        0      90
## 1241          1          0   961       1972  74716       0        1      92
## 1242          1          0  5011       1963  68118       0        1      51
## 1244          1          0  9094       1955  62972       0        1      39
## 1272          1          0  5043       1951  26997       0        0      89
## 1283          1          0  3551       1954  60033       0        1      28
## 1286          1          0  1577       1946  78569       0        0      14
## 1289          1          0  6024       1953  94384       0        0      62
## 1291          1          0  3099       1970  44267       1        1      48
## 1294          1          0  3972       1976  50200       1        1      70
## 1309          1          0 10377       1958  46692       0        1      37
## 1311          1          0 10971       1977  37774       2        0      28
## 1316          1          0  4246       1982   6560       0        0       2
## 1317          1          0   158       1945  71604       0        0       3
## 1318          1          0  4832       1979  27244       1        0      84
## 1339          0          0  5080       1993  70515       0        0      12
## 1370          0          0 10909       1948  92344       0        0       9
## 1374          0          0  8216       1972  53761       1        1       7
## 1383          0          0 10490       1969  51039       1        1      11
## 1387          0          0  4188       1957  36864       0        1      53
## 1398          0          0  2678       1990  34412       1        0      62
## 1400          0          0   524       1966  22634       0        0      47
## 1431          0          0  5221       1957  52852       0        1      93
## 1438          0          0  6875       1965  32727       0        0      38
## 1449          0          0 10524       1963  49476       0        1      29
## 1457          0          0  4070       1969  94871       0        2      99
## 1484          0          0  4093       1975  53253       1        1      61
## 1491          0          0  7706       1975  46772       0        1      88
## 1499          0          0  2853       1980  51766       1        0      74
## 1512          0          0   830       1987  74004       0        0       5
## 1518          0          0  3745       1988  23331       1        0      92
## 1531          0          0  5636       1963  30983       0        0      50
## 1537          0          0  7321       1962  76081       0        0      85
## 1553          0          0  1081       1957  75283       1        2      26
## 1581          0          0  3409       1984  36108       1        0      68
## 1584          0          0  5272       1965  53843       0        1      64
## 1668          1          0 10323       1952  49413       0        1      88
## 1670          1          0  1891       1980  78789       0        0      12
## 1699          1          0 10340       1984  35196       1        0      68
## 1725          1          0  7610       1983  37292       1        0      32
## 1735          1          0  7807       1974  44989       0        1      26
## 1753          1          0  5534       1975  47808       0        1      30
## 1778          1          0  9905       1952  34074       1        1      69
## 1790          1          0  6237       1966   7144       0        2      92
## 1804          1          0  2415       1962  62568       0        1      99
## 1811          1          0  5302       1986  78394       0        0      13
## 1813          1          0  1087       1975  22669       1        0      30
## 1822          1          0  9847       1955  62972       0        1      39
## 1825          1          0  6906       1953  84953       0        0      73
## 1847          1          0  3254       1971  70886       1        0      65
## 1874          1          0  2747       1988  67546       0        0      90
## 1881          1          0  5558       1954  90933       0        0      90
## 1895          1          0  5544       1970  67384       0        1      32
## 1897          1          0  5831       1967  77870       0        1      93
## 1924          1          0  1139       1984  73356       0        0      56
## 1957          1          0  9507       1975  40794       0        1      18
## 1959          1          0 10311       1969   4428       0        1       0
## 1964          1          0  3032       1984  24570       1        0      97
## 1971          1          0  4552       1991  51373       0        0      37
## 1980          1          0  4122       1975  79205       0        0      73
## 1991          1          0   405       1964  41638       0        1      68
## 1994          1          0  2002       1958  71964       0        0      81
## 2018          0          1   983       1984  40059       1        0      82
## 2032          0          1  3507       1970  76467       1        0      44
## 2047          0          0   123       1951  67046       0        1      92
## 2056          0          0  2254       1983  69520       0        0      95
## 2060          0          0  4643       1973  27803       1        0      40
## 2061          0          0  6497       1960  51651       0        1      32
## 2075          0          0   975       1956  54252       1        1      25
## 2077          0          0  3422       1975  76068       0        1      67
## 2086          0          0  5991       1949  48150       0        1      24
## 2091          0          0  3969       1974  43018       0        1      46
## 2111          0          0   642       1980  16005       1        0      69
## 2117          0          0  2715       1966  29435       1        1      11
## 2123          0          0  9790       1957  78499       0        0      12
## 2138          0          0  5667       1964  60896       0        1      90
## 2146          0          0 10394       1984  90000       0        0      91
## 2151          0          0  6721       1951  71965       0        1      21
## 2156          0          0  4377       1971  52914       0        1      32
## 2175          0          0 10722       1973  55593       0        1      63
## 2176          0          0  2632       1954  50501       1        1      10
## 2178          0          0  7620       1990  16185       1        0      71
## 2212          0          0 10870       1967  61223       0        1      46
##      MntWines MntFruits MntMeatProducts MntFishProducts MntSweetProducts
## 1         635        88             546             172               88
## 20         86         2              73              69               38
## 24        270         3              27              39                6
## 30        112        17              44              34               22
## 39        421        76             536              82              178
## 44          3        18              14              15               22
## 65        856        59             487              58               29
## 78        112        17              44              34               22
## 103      1332        17             311              23               51
## 109        47        90              94             123              103
## 121       120        58              73              65               89
## 134        32        34              41              73               16
## 142       233        20              57               8               20
## 164        59         0              12               0                0
## 166       847        66             119              86               89
## 188       344       189             482              50               33
## 189        96         1              79               7                1
## 205       171         7             171              25               19
## 208       182         4              33               0                0
## 216       297         7              79               0               11
## 238       864       134             768             150               38
## 257        77         2              35               0                1
## 260       778        44             499              95               73
## 271       297         7              79               0               11
## 279       248         3              81               4                3
## 293        80        15              93              20               13
## 311       731        60             353              78               12
## 313       792         0             275              45               45
## 327       755       144             562             104               64
## 333       204        34             204             172              153
## 374       314        11              53               4                3
## 391        65        36              74              38               20
## 445       116        11              72               3               17
## 467       281         7              84              15                0
## 470       138        15              35              25               11
## 481       691         0              69              10                0
## 490        16        36              21              20               62
## 502       284         0              55               0                6
## 512        32         1              64              16               12
## 516      1000       155             379             224               17
## 519       619        54             260             127               54
## 530       252         3              42               4                3
## 534       416        46             925              60              107
## 558        98         0             106              49               10
## 569       270         3              27              39                6
## 571        37        12              23               8               11
## 574      1060        21             530              32                0
## 593        88        10              46               2                3
## 631       305         3              27               4                3
## 647       100         1              39               6                1
## 668       595        23             123              10               23
## 670        34        11             137             179               61
## 677       260        86             559              63                9
## 679       466         0             224             119               49
## 680        67        15              80              17               11
## 696       712         0              45               0                0
## 703       749        40             294             121              160
## 711       597       166             597             172              166
## 724       432        79             341             177              136
## 738       518        42             742              55               56
## 752       203        35             305              46               17
## 753       138         3              38               4                0
## 756        43        12              23              29               15
## 767       522         0             522             227              120
## 775       324        48             186              39               18
## 778       521       168             706              80               76
## 782        31        19              35              26               14
## 790        28        23              29              29               14
## 805        68         0             226              51              157
## 816       860        28             409              73               56
## 824       191         9              97               0                6
## 827       479         5              82               7               17
## 838       224         2              25               7                0
## 852        88        39              78              58               13
## 864       379         4              93              12                9
## 876       230        14             156              82               24
## 879       205        20              47              23                2
## 883       825         8              53              11                0
## 884       316        58             161              76               51
## 917       760        80             466              17               13
## 922       203        35             305              46               17
## 928       480        86             249              75               86
## 931      1111        24             790             160               45
## 935       135        25              51              23               25
## 947       267         3              30               4                0
## 990       349        16             144              28                5
## 1010      986        36             168              16                0
## 1023       39        33             130              41               26
## 1031      292        30             415              63               33
## 1036       75        12             141              43               39
## 1068      251       108             334              65               92
## 1070      565        42             548              64               83
## 1073      652         8             158              21                0
## 1075      152        27             103             106               54
## 1090      120        19             206              25               19
## 1099      709        45             115              30              160
## 1103     1224        28             140               0               14
## 1105       88        39              54              64               28
## 1106        2        23              11               8                6
## 1110      146         0              93               7               13
## 1161      349         7              35               0                0
## 1178      816        66             549             216               66
## 1184       43        12              23              29               15
## 1186      572         8             259              34               35
## 1202      157         6              39               6               13
## 1231      244        51             270             101                0
## 1232      152         9             121              12               12
## 1241      133        27             421              13              195
## 1242      595        23             123              10               23
## 1244      313        15              47              20                0
## 1272        7        23              78             133               49
## 1283       62         1              57              19               11
## 1286      558        79             622             207              175
## 1289     1111        24             790             160               45
## 1291      183         5              65               3                5
## 1294      266         6              51               8                6
## 1309      170         6              97              24               12
## 1311      173         8             107               7                2
## 1316       67        11              26               4                3
## 1317      345        53             528              98               75
## 1318        6         5              17               3               24
## 1339      420         0             452             182               64
## 1370      992        24             694              51               19
## 1374      158         0              76              13                7
## 1383      100        64              79              65                0
## 1387      204         5              39              17                0
## 1398       52        12              50               4               36
## 1400        2        23              11               8                6
## 1431      714         8              99              11                0
## 1438      167        13             180              86               13
## 1449      386        23              95              54               41
## 1457      169        24             553             188                0
## 1484      216         9              57              20                9
## 1491      350       104             189             197              151
## 1499       60        51              87               6               20
## 1512      784        48             560              42              176
## 1518        5        36               7               0               10
## 1531       51         4              50              12                1
## 1537      292        30             415              63               33
## 1553      733         9             180              12               19
## 1581      141         8             129               3               11
## 1584      378         0              88              19                4
## 1668      205         7              41               3                2
## 1670      667        50             850              21               83
## 1699       75        12             141              43               39
## 1725      275         0              86              10               23
## 1735       98         0             106              49               10
## 1753      123         1              26               2                0
## 1778      135         1              41              10                1
## 1790       81         4              33               5                2
## 1804      362        17             398              80               35
## 1811      298        27             697             216               24
## 1813       16        14              36              37               22
## 1822      313        15              47              20                0
## 1825      167        48             602              63               72
## 1847      407        70             239             103               88
## 1874      864       134             768             150               38
## 1881     1020        31             430              62               63
## 1895      957        40             175             158               53
## 1897     1017        50             500              65               50
## 1924     1050        14             322               0               14
## 1957      261        23              73               4               23
## 1959       16         4              12               2                4
## 1964       28        34              62              11               14
## 1971       83         2             101              64               26
## 1980      504        23             117             179               28
## 1991      315         0              31               4                0
## 1994      587        51             932             180               34
## 2018      110        29              92              28               10
## 2032      676       161             426             210               44
## 2047      544        35             133              23              151
## 2056      627       120             414             121               80
## 2060        8        26              46              38                9
## 2061      293         6              23              13                6
## 2075      178         4              26               8                4
## 2077     1115        12             128              33               12
## 2086      173         2              39               3                2
## 2091       35         4              17               7                6
## 2111        1         3               2              20               30
## 2117       70         3              37               4                2
## 2123      912        72             170              47               36
## 2138     1013        30             399              60               46
## 2146      675       144             133              94              192
## 2151      572        19             286              50               38
## 2156      254        10              44              30               10
## 2175      293         8             124              11                4
## 2176      297         0              38              13                0
## 2178        5        11              16              21                8
## 2212      709        43             182              42              118
##      MntGoldProds NumDealsPurchases NumWebPurchases NumCatalogPurchases
## 1              88                 3               8                  10
## 20             48                 1               4                   2
## 24             99                 7               7                   1
## 30             89                 1               2                   5
## 39            102                 2               8                   6
## 44             50                 3               3                   1
## 65             73                 7               2                   5
## 78             89                 1               2                   5
## 103            86                 1               7                   4
## 109           120                 5               9                   1
## 121            58                 5               5                   4
## 134           116                 3               4                   2
## 142            91                 4               7                   1
## 164            48                 1               2                   2
## 166           111                 1               9                  10
## 188           172                 1               5                   6
## 189            79                 6               5                   1
## 205            89                 6               8                   1
## 208            66                 2               4                   1
## 216           182                 2               8                   2
## 238           172                 1               4                  10
## 257            69                 4               3                   2
## 260           146                 2               3                   4
## 271           182                 2               8                   2
## 279            51                 3               7                   1
## 293            52                 3               5                   1
## 311            73                 5              10                   3
## 313           126                 1               4                   8
## 327           224                 1               4                   6
## 333           173                 1               2                   9
## 374           107                 3               7                   3
## 391           110                 1               5                   1
## 445            46                 4               4                   1
## 467           119                 7               7                   3
## 470            72                 2               6                   2
## 481           130                 4               2                   6
## 490           108                 1               4                   1
## 502            52                 4               6                   2
## 512            85                 3               2                   2
## 516           120                 1               4                   8
## 519            54                 1               4                   7
## 530           102                 2               4                   5
## 534            46                 1               3                   6
## 558           106                 5               5                   1
## 569            99                 7               7                   1
## 571            52                 1               2                   1
## 574           224                 1               5                  11
## 593            64                 4               5                   1
## 631           144                 2               5                   4
## 647            76                 4               3                   2
## 668           154                 2               8                   9
## 670            45                 1               8                   1
## 677            67                 1               4                   6
## 679            99                 1               5                   3
## 680            80                 3               1                   4
## 696           191                 3               2                   4
## 703           147                 1               3                   2
## 711           249                 1               5                   6
## 724           170                 2               8                   5
## 738            84                 1               6                  10
## 752           227                 1               2                  11
## 753            59                 3               3                   2
## 756            61                 1               2                   1
## 767           134                 2               6                   9
## 775           198                 6               6                   8
## 778            61                 1               3                   6
## 782            52                 2               1                   1
## 790            47                 3               2                   1
## 805            68                 3              10                   2
## 816            56                 1               8                   9
## 824            82                 2               6                   1
## 827           171                 2               7                   6
## 838           110                 2               5                   3
## 852            93                 2               6                   1
## 864            98                 7               6                   6
## 876            58                 8               9                   2
## 879            56                 6               5                   2
## 883           242                 2               8                  10
## 884           135                 1               6                   9
## 917            80                 1               6                   9
## 922           227                 1               2                  11
## 928           144                 8               6                   3
## 931           172                 0               5                   8
## 935            46                 2               4                   2
## 947            57                 4               5                   2
## 990           182                 5               8                   5
## 1010          108                 7              11                   3
## 1023           44                 2               5                   1
## 1031          200                 1               4                   5
## 1036          187                 6               6                   1
## 1068          117                 1               4                   3
## 1070           99                 1               5                   6
## 1073          142                 4              11                   6
## 1075           81                 0               9                   9
## 1090           54                 6               7                   2
## 1099           45                 1               8                   2
## 1103          168                 3               3                   3
## 1105          153                 1               3                   5
## 1106           46                 1               2                   1
## 1110           73                 5               4                   2
## 1161           47                 3               8                   2
## 1178           99                 1               5                   6
## 1184           61                 1               2                   1
## 1186           80                 1               3                   5
## 1202           75                 5               4                   1
## 1231           45                 1               1                   3
## 1232           45                 4               6                   2
## 1241           71                 2               7                   3
## 1242          154                 2               8                   9
## 1244          192                 2               7                   4
## 1272          144                 2               4                   2
## 1283           48                 2               2                   1
## 1286           95                 1               4                   6
## 1289          172                 0               5                   8
## 1291           49                 5               5                   2
## 1294           64                 6               7                   1
## 1309           88                 3               6                   1
## 1311          176                 4               7                   2
## 1316          262                 0               1                   0
## 1317           97                 1               8                   3
## 1318           46                 2               2                   2
## 1339          140                 1               6                   6
## 1370          119                 0               5                  10
## 1374           71                 6               4                   4
## 1383          109                 2               6                   2
## 1387           89                 3               5                   2
## 1398           55                 3               5                   0
## 1400           46                 1               2                   1
## 1431           47                 4              10                   7
## 1438           70                 2               7                   3
## 1449          196                 4               2                  11
## 1457          144                 1               8                   5
## 1484          125                 7               4                   3
## 1491           57                 6              11                   8
## 1499           51                 2               4                   2
## 1512           48                 1               4                   6
## 1518           45                 2               3                   0
## 1531           49                 1               4                   0
## 1537          200                 1               4                   5
## 1553           66                11               6                   3
## 1581           47                 3               7                   1
## 1584           73                 4               8                   5
## 1668           46                 2               4                   2
## 1670           83                 1               4                   6
## 1699          187                 6               6                   1
## 1725           66                 5               6                   3
## 1735          106                 5               5                   1
## 1753           72                 2               3                   2
## 1778           67                 5               3                   3
## 1790          291                 0              23                   1
## 1804           61                 3               5                   3
## 1811          166                 1               4                   6
## 1813           48                 3               4                   1
## 1822          192                 2               7                   4
## 1825           72                 1               3                  10
## 1847           53                 1               5                   4
## 1874          172                 1               4                  10
## 1881           79                 1               4                   6
## 1895          107                 2               7                   8
## 1897          133                 3               5                   5
## 1924          112                 1               5                  11
## 1957           50                 2               6                   3
## 1959          321                 0              25                   0
## 1964           44                 3               4                   0
## 1971          117                 1               3                   5
## 1980           44                 1               6                   5
## 1991           91                 4               5                   5
## 1994           86                 1               5                   6
## 2018          145                 1               6                   2
## 2032           58                 2               2                   5
## 2047          107                 2               4                   5
## 2056           93                 1               9                   6
## 2060           49                 2               3                   0
## 2061           92                 4               6                   2
## 2075           44                 5               4                   1
## 2077           76                 1               2                   3
## 2086           47                 3               5                   1
## 2091           64                 1               2                   2
## 2111           47                 3               2                   1
## 2117           64                 4               3                   2
## 2123           97                 1              11                   3
## 2138          153                 3               9                  10
## 2146          241                 1               4                   8
## 2151          248                 3               6                   3
## 2156          227                 2               7                   3
## 2175          106                 2               6                   6
## 2176          152                 7               5                   4
## 2178           45                 2               2                   2
## 2212          247                 2               9                   3
##      NumStorePurchases NumWebVisitsMonth AcceptedCmp3 AcceptedCmp4 AcceptedCmp5
## 1                    4                 7            0            0            0
## 20                   5                 8            0            0            0
## 24                   5                 8            0            0            0
## 30                   3                 3            0            0            0
## 39                   5                 4            0            0            0
## 44                   3                 9            0            0            0
## 65                   5                 5            0            0            0
## 78                   3                 3            0            0            0
## 103                  5                 9            0            1            0
## 109                  5                 9            0            0            0
## 121                  5                 5            0            0            0
## 134                  3                 7            0            0            0
## 142                  5                 7            0            0            0
## 164                  2                 4            1            0            0
## 166                  5                 4            0            1            0
## 188                  5                 2            0            0            0
## 189                  3                 8            1            0            0
## 205                  5                 8            0            0            0
## 208                  5                 7            0            0            0
## 216                  4                 8            0            0            0
## 238                  5                 3            0            0            0
## 257                  2                 7            1            0            0
## 260                  5                 7            0            0            0
## 271                  4                 8            0            0            0
## 279                  5                 8            0            0            0
## 293                  4                 8            0            0            0
## 311                  5                 7            0            0            0
## 313                  5                 3            0            0            0
## 327                  4                 1            0            0            1
## 333                  4                 1            0            0            0
## 374                  4                 7            0            1            0
## 391                  4                 7            0            0            0
## 445                  5                 6            1            0            0
## 467                  4                 8            0            0            0
## 470                  2                 9            1            0            0
## 481                  3                 8            0            0            0
## 490                  3                 8            0            0            0
## 502                  5                 8            0            0            0
## 512                  3                 6            0            0            0
## 516                  4                 8            0            0            0
## 519                  5                 1            0            0            0
## 530                  3                 6            0            0            0
## 534                  4                 1            0            0            0
## 558                  5                 6            0            0            0
## 569                  5                 8            0            0            0
## 571                  3                 7            0            0            0
## 574                  5                 3            1            0            1
## 593                  2                10            0            0            0
## 631                  4                 5            1            0            0
## 647                  3                 6            1            0            0
## 668                  4                 6            0            0            0
## 670                  5                 8            0            0            0
## 677                  4                 2            0            0            0
## 679                  4                 2            0            0            0
## 680                  4                 3            0            0            0
## 696                  5                 7            1            0            0
## 703                  5                 1            0            0            0
## 711                  4                 3            0            0            0
## 724                  4                 4            0            0            0
## 738                  5                 2            0            0            0
## 752                  5                 1            0            0            0
## 753                  4                 6            0            0            0
## 756                  4                 4            0            0            0
## 767                  5                 2            0            0            0
## 775                  4                 7            1            0            0
## 778                  4                 2            0            0            0
## 782                  5                 3            0            0            0
## 790                  4                 6            0            0            0
## 805                  4                 9            0            0            0
## 816                  4                 4            0            0            0
## 824                  5                 7            0            0            0
## 827                  5                 5            1            0            0
## 838                  3                 6            0            0            0
## 852                  4                 7            0            0            0
## 864                  4                 6            0            0            0
## 876                  5                 8            0            0            0
## 879                  5                 5            0            0            0
## 883                  5                 6            0            0            0
## 884                  4                 5            0            0            0
## 917                  5                 3            0            0            0
## 922                  5                 1            0            0            0
## 928                  5                 6            0            0            0
## 931                  5                 2            0            1            1
## 935                  5                 3            0            0            0
## 947                  5                 6            0            0            0
## 990                  4                 8            1            0            0
## 1010                 4                 7            0            0            0
## 1023                 5                 8            0            0            0
## 1031                 4                 2            0            0            0
## 1036                 5                 8            0            0            0
## 1068                 5                 2            0            0            0
## 1070                 4                 3            0            0            0
## 1073                 5                 8            0            0            0
## 1075                 4                 5            0            1            1
## 1090                 5                 8            0            0            0
## 1099                 5                 5            0            0            0
## 1103                 5                 6            0            1            1
## 1105                 3                 6            1            0            0
## 1106                 2                 8            0            0            0
## 1110                 5                 7            0            0            0
## 1161                 4                 7            0            1            0
## 1178                 4                 3            0            0            0
## 1184                 4                 4            0            0            0
## 1186                 5                 1            0            0            0
## 1202                 5                 6            0            0            0
## 1231                 5                 1            0            0            0
## 1232                 4                 8            0            0            0
## 1241                 5                 4            0            0            0
## 1242                 4                 6            0            0            0
## 1244                 3                 6            0            0            0
## 1272                 5                 7            0            0            0
## 1283                 5                 2            0            0            0
## 1286                 4                 1            0            0            1
## 1289                 5                 2            0            1            1
## 1291                 4                 9            0            0            0
## 1294                 5                 8            0            0            0
## 1309                 5                 6            0            0            0
## 1311                 3                 9            1            0            0
## 1316                 1                17            0            0            0
## 1317                 5                 4            1            0            0
## 1318                 2                 7            0            0            0
## 1339                 4                 2            0            0            0
## 1370                 5                 1            1            0            1
## 1374                 3                 5            0            0            0
## 1383                 4                 7            0            0            0
## 1387                 4                 8            0            0            0
## 1398                 3                 9            0            0            0
## 1400                 2                 8            0            0            0
## 1431                 5                 8            1            0            0
## 1438                 5                 8            0            0            0
## 1449                 5                 2            0            0            0
## 1457                 4                 7            0            1            1
## 1484                 5                 5            0            0            0
## 1491                 5                 8            1            0            0
## 1499                 4                 5            0            0            0
## 1512                 4                 3            0            0            1
## 1518                 3                 8            0            0            0
## 1531                 3                 8            0            0            0
## 1537                 4                 2            0            0            0
## 1553                 5                 4            0            0            0
## 1581                 4                 9            1            0            0
## 1584                 3                 7            0            0            0
## 1668                 5                 5            0            0            0
## 1670                 5                 2            0            0            0
## 1699                 5                 8            0            0            0
## 1725                 5                 8            0            0            0
## 1735                 5                 6            0            0            0
## 1753                 3                 7            1            0            0
## 1778                 3                 6            1            0            0
## 1790                 1                 0            0            0            0
## 1804                 5                 4            0            0            0
## 1811                 5                 2            0            0            0
## 1813                 2                 9            0            0            0
## 1822                 3                 6            0            0            0
## 1825                 4                 2            0            1            1
## 1847                 4                 2            0            0            0
## 1874                 5                 3            0            0            0
## 1881                 4                 1            0            0            1
## 1895                 5                 5            0            1            0
## 1897                 5                 8            0            1            0
## 1924                 5                 2            1            0            1
## 1957                 5                 7            0            0            0
## 1959                 0                 1            0            0            0
## 1964                 4                 9            0            0            0
## 1971                 3                 4            0            0            0
## 1980                 4                 4            0            0            0
## 1991                 3                 8            1            0            0
## 1994                 5                 3            0            0            0
## 2018                 3                 8            1            0            0
## 2032                 5                 6            0            0            0
## 2047                 4                 2            0            0            0
## 2056                 5                 5            0            0            0
## 2060                 4                 8            0            0            0
## 2061                 5                 8            0            0            0
## 2075                 5                 6            0            0            0
## 2077                 4                 6            0            1            0
## 2086                 4                 7            0            0            0
## 2091                 2                 5            0            0            0
## 2111                 2                 8            0            0            0
## 2117                 2                 9            0            0            0
## 2123                 4                 4            0            0            1
## 2138                 4                 6            0            0            0
## 2146                 5                 1            1            0            1
## 2151                 5                 3            0            0            0
## 2156                 3                 7            1            0            0
## 2175                 3                 6            1            0            0
## 2176                 4                 6            1            0            0
## 2178                 2                 8            0            0            0
## 2212                 4                 5            0            0            0
##      AcceptedCmp1 AcceptedCmp2 Complain Z_CostContact Z_Revenue Response
## 1               0            0        0             3        11        1
## 20              0            0        0             3        11        0
## 24              0            0        0             3        11        0
## 30              0            0        0             3        11        0
## 39              0            0        0             3        11        0
## 44              0            0        0             3        11        1
## 65              0            0        0             3        11        0
## 78              0            0        0             3        11        0
## 103             0            0        0             3        11        1
## 109             0            0        0             3        11        0
## 121             0            0        0             3        11        0
## 134             0            0        0             3        11        0
## 142             0            0        0             3        11        0
## 164             0            0        0             3        11        0
## 166             1            0        0             3        11        1
## 188             0            0        0             3        11        0
## 189             0            0        0             3        11        1
## 205             0            0        0             3        11        0
## 208             0            0        0             3        11        0
## 216             0            0        0             3        11        0
## 238             0            0        0             3        11        0
## 257             0            0        0             3        11        1
## 260             0            0        0             3        11        1
## 271             0            0        0             3        11        0
## 279             0            0        0             3        11        0
## 293             0            0        0             3        11        0
## 311             0            0        0             3        11        0
## 313             0            0        0             3        11        0
## 327             0            0        0             3        11        0
## 333             0            0        0             3        11        0
## 374             0            0        0             3        11        1
## 391             0            0        0             3        11        0
## 445             0            0        0             3        11        1
## 467             0            0        0             3        11        0
## 470             0            0        0             3        11        1
## 481             0            0        0             3        11        0
## 490             0            0        0             3        11        0
## 502             0            0        0             3        11        0
## 512             0            0        0             3        11        1
## 516             0            0        0             3        11        0
## 519             0            0        0             3        11        0
## 530             0            0        0             3        11        0
## 534             0            0        0             3        11        1
## 558             0            0        0             3        11        0
## 569             0            0        0             3        11        0
## 571             0            0        0             3        11        0
## 574             1            0        0             3        11        1
## 593             0            0        0             3        11        1
## 631             0            0        0             3        11        0
## 647             0            0        0             3        11        0
## 668             0            0        0             3        11        0
## 670             0            0        0             3        11        0
## 677             0            0        0             3        11        0
## 679             0            0        0             3        11        0
## 680             0            0        0             3        11        0
## 696             0            0        0             3        11        0
## 703             0            0        0             3        11        0
## 711             0            0        0             3        11        0
## 724             0            0        0             3        11        0
## 738             0            0        0             3        11        0
## 752             0            0        0             3        11        0
## 753             0            0        0             3        11        0
## 756             0            0        0             3        11        0
## 767             0            0        0             3        11        0
## 775             0            0        0             3        11        1
## 778             0            0        0             3        11        0
## 782             0            0        0             3        11        0
## 790             0            0        0             3        11        0
## 805             0            0        0             3        11        0
## 816             0            0        0             3        11        0
## 824             0            0        0             3        11        0
## 827             0            0        0             3        11        0
## 838             0            0        0             3        11        0
## 852             0            0        0             3        11        0
## 864             0            0        0             3        11        0
## 876             0            0        0             3        11        0
## 879             0            0        0             3        11        0
## 883             0            0        0             3        11        0
## 884             0            0        0             3        11        1
## 917             0            0        0             3        11        0
## 922             0            0        0             3        11        0
## 928             0            0        0             3        11        0
## 931             1            0        0             3        11        1
## 935             0            0        0             3        11        0
## 947             0            0        0             3        11        0
## 990             1            0        0             3        11        1
## 1010            0            0        0             3        11        1
## 1023            0            0        0             3        11        0
## 1031            1            0        0             3        11        0
## 1036            0            0        0             3        11        1
## 1068            0            0        0             3        11        0
## 1070            0            0        0             3        11        1
## 1073            0            0        0             3        11        0
## 1075            1            1        0             3        11        1
## 1090            0            0        0             3        11        0
## 1099            1            0        0             3        11        1
## 1103            0            0        0             3        11        0
## 1105            0            0        0             3        11        1
## 1106            0            0        0             3        11        0
## 1110            0            0        0             3        11        0
## 1161            0            0        0             3        11        0
## 1178            0            0        0             3        11        1
## 1184            0            0        0             3        11        0
## 1186            0            0        0             3        11        0
## 1202            0            0        0             3        11        0
## 1231            0            0        0             3        11        0
## 1232            0            0        0             3        11        0
## 1241            0            0        0             3        11        0
## 1242            0            0        0             3        11        0
## 1244            0            0        0             3        11        1
## 1272            0            0        0             3        11        0
## 1283            0            0        0             3        11        0
## 1286            0            0        0             3        11        1
## 1289            1            0        0             3        11        1
## 1291            0            0        0             3        11        0
## 1294            0            0        0             3        11        0
## 1309            0            0        0             3        11        0
## 1311            0            0        1             3        11        1
## 1316            0            0        0             3        11        0
## 1317            0            0        0             3        11        1
## 1318            0            0        0             3        11        0
## 1339            0            0        0             3        11        1
## 1370            0            0        0             3        11        0
## 1374            0            0        0             3        11        0
## 1383            0            0        0             3        11        0
## 1387            0            0        0             3        11        1
## 1398            0            0        0             3        11        0
## 1400            0            0        0             3        11        0
## 1431            0            0        0             3        11        0
## 1438            0            0        0             3        11        0
## 1449            0            0        0             3        11        0
## 1457            0            0        0             3        11        1
## 1484            0            0        0             3        11        0
## 1491            0            0        0             3        11        0
## 1499            0            0        0             3        11        0
## 1512            1            0        0             3        11        1
## 1518            0            0        0             3        11        0
## 1531            0            0        0             3        11        1
## 1537            1            0        0             3        11        0
## 1553            0            0        0             3        11        0
## 1581            0            0        0             3        11        0
## 1584            0            0        0             3        11        0
## 1668            0            0        0             3        11        0
## 1670            0            0        0             3        11        1
## 1699            0            0        0             3        11        0
## 1725            0            0        0             3        11        0
## 1735            0            0        0             3        11        0
## 1753            0            0        0             3        11        0
## 1778            0            0        0             3        11        0
## 1790            0            0        0             3        11        0
## 1804            1            0        0             3        11        0
## 1811            0            0        0             3        11        1
## 1813            0            0        0             3        11        1
## 1822            0            0        0             3        11        0
## 1825            1            0        0             3        11        1
## 1847            0            0        0             3        11        0
## 1874            0            0        0             3        11        0
## 1881            0            0        0             3        11        0
## 1895            0            0        0             3        11        0
## 1897            1            0        0             3        11        1
## 1924            1            0        0             3        11        1
## 1957            0            0        0             3        11        0
## 1959            0            0        0             3        11        0
## 1964            0            0        0             3        11        0
## 1971            0            0        0             3        11        0
## 1980            1            0        0             3        11        1
## 1991            0            0        0             3        11        0
## 1994            0            0        0             3        11        0
## 2018            0            0        0             3        11        0
## 2032            0            0        0             3        11        1
## 2047            0            0        0             3        11        0
## 2056            0            0        0             3        11        0
## 2060            0            0        0             3        11        0
## 2061            0            0        0             3        11        0
## 2075            0            0        0             3        11        0
## 2077            0            1        0             3        11        0
## 2086            0            0        0             3        11        0
## 2091            0            0        0             3        11        0
## 2111            0            0        0             3        11        0
## 2117            0            0        0             3        11        1
## 2123            0            0        0             3        11        1
## 2138            0            0        0             3        11        1
## 2146            1            0        0             3        11        0
## 2151            0            0        0             3        11        0
## 2156            0            0        0             3        11        0
## 2175            0            0        0             3        11        0
## 2176            0            0        0             3        11        1
## 2178            0            0        0             3        11        0
## 2212            0            0        0             3        11        0
##      actual_age Total_Purch test
## 1            64          25 TECH
## 20           39          12 TECH
## 24           70          20 TECH
## 30           58          11 TECH
## 39           41          21 TECH
## 44           25          10 TECH
## 65           51          19 TECH
## 78           58          11 TECH
## 103          30          17 TECH
## 109          43          20 TECH
## 121          69          19 TECH
## 134          33          12 TECH
## 142          49          17 TECH
## 164          54           7 TECH
## 166          73          25 TECH
## 188          67          17 TECH
## 189          48          15 TECH
## 205          44          20 TECH
## 208          67          12 TECH
## 216          45          16 TECH
## 238          33          20 TECH
## 257          51          11 TECH
## 260          68          14 TECH
## 271          45          16 TECH
## 279          72          16 TECH
## 293          33          13 TECH
## 311          60          23 TECH
## 313          64          18 TECH
## 327         122          15 TECH
## 333          69          16 TECH
## 374          53          17 TECH
## 391          61          11 TECH
## 445          37          14 TECH
## 467          44          21 TECH
## 470          47          12 TECH
## 481          57          15 TECH
## 490          31           9 TECH
## 502          75          17 TECH
## 512          34          10 TECH
## 516          57          17 TECH
## 519          52          17 TECH
## 530          37          14 TECH
## 534          57          14 TECH
## 558          47          16 TECH
## 569          70          20 TECH
## 571          70           7 TECH
## 574          66          22 TECH
## 593          35          12 TECH
## 631          57          15 TECH
## 647          55          12 TECH
## 668          58          23 TECH
## 670          39          15 TECH
## 677          52          15 TECH
## 679          51          13 TECH
## 680          63          12 TECH
## 696          73          14 TECH
## 703          46          11 TECH
## 711          56          16 TECH
## 724          48          19 TECH
## 738          49          22 TECH
## 752          69          19 TECH
## 753          66          12 TECH
## 756          56           8 TECH
## 767          50          22 TECH
## 775          53          24 TECH
## 778          76          14 TECH
## 782          60           9 TECH
## 790          70          10 TECH
## 805          67          19 TECH
## 816          63          22 TECH
## 824          49          14 TECH
## 827          44          20 TECH
## 838          47          13 TECH
## 852          46          13 TECH
## 864          50          23 TECH
## 876          59          24 TECH
## 879          56          18 TECH
## 883          49          25 TECH
## 884          65          20 TECH
## 917          45          21 TECH
## 922          69          19 TECH
## 928          69          22 TECH
## 931          68          18 TECH
## 935          42          13 TECH
## 947          64          16 TECH
## 990          40          22 TECH
## 1010         68          25 TECH
## 1023         41          13 TECH
## 1031         59          14 TECH
## 1036         37          18 TECH
## 1068         56          13 TECH
## 1070         65          16 TECH
## 1073         44          26 TECH
## 1075         63          22 TECH
## 1090         35          20 TECH
## 1099         38          16 TECH
## 1103         50          14 TECH
## 1105         38          12 TECH
## 1106         55           6 TECH
## 1110         48          16 TECH
## 1161         64          17 TECH
## 1178         51          16 TECH
## 1184         56           8 TECH
## 1186         49          14 TECH
## 1202         49          15 TECH
## 1231         74          10 TECH
## 1232         43          16 TECH
## 1241         49          17 TECH
## 1242         58          23 TECH
## 1244         66          16 TECH
## 1272         70          13 TECH
## 1283         67          10 TECH
## 1286         75          15 TECH
## 1289         68          18 TECH
## 1291         51          16 TECH
## 1294         45          19 TECH
## 1309         63          15 TECH
## 1311         44          16 TECH
## 1316         39           2 TECH
## 1317         76          17 TECH
## 1318         42           8 TECH
## 1339         28          17 TECH
## 1370         73          20 TECH
## 1374         49          17 TECH
## 1383         52          14 TECH
## 1387         64          14 TECH
## 1398         31          11 TECH
## 1400         55           6 TECH
## 1431         64          26 TECH
## 1438         56          17 TECH
## 1449         58          22 TECH
## 1457         52          18 TECH
## 1484         46          19 TECH
## 1491         46          30 TECH
## 1499         41          12 TECH
## 1512         34          15 TECH
## 1518         33           8 TECH
## 1531         58           8 TECH
## 1537         59          14 TECH
## 1553         64          25 TECH
## 1581         37          15 TECH
## 1584         56          20 TECH
## 1668         69          13 TECH
## 1670         41          16 TECH
## 1699         37          18 TECH
## 1725         38          19 TECH
## 1735         47          16 TECH
## 1753         46          10 TECH
## 1778         69          14 TECH
## 1790         55          25 TECH
## 1804         59          16 TECH
## 1811         35          16 TECH
## 1813         46          10 TECH
## 1822         66          16 TECH
## 1825         68          18 TECH
## 1847         50          14 TECH
## 1874         33          20 TECH
## 1881         67          15 TECH
## 1895         51          22 TECH
## 1897         54          18 TECH
## 1924         37          22 TECH
## 1957         46          16 TECH
## 1959         52          25 TECH
## 1964         37          11 TECH
## 1971         30          12 TECH
## 1980         46          16 TECH
## 1991         57          17 TECH
## 1994         63          17 TECH
## 2018         37          12 TECH
## 2032         51          14 TECH
## 2047         70          15 TECH
## 2056         38          21 TECH
## 2060         48           9 TECH
## 2061         61          17 TECH
## 2075         65          15 TECH
## 2077         46          10 TECH
## 2086         72          13 TECH
## 2091         47           7 TECH
## 2111         41           8 TECH
## 2117         55          11 TECH
## 2123         64          19 TECH
## 2138         57          26 TECH
## 2146         37          18 TECH
## 2151         70          17 TECH
## 2156         50          15 TECH
## 2175         48          17 TECH
## 2176         67          20 TECH
## 2178         31           8 TECH
## 2212         54          18 TECH
## confidence interval for CONSERVATORY
n_1 <- nrow(cat_num_cols[which (cat_num_cols$test == 'CONSERVATORY'),])
mean.conservatory <- mean (cat_num_cols$MntGoldProds[cat_num_cols$test == 'CONSERVATORY'])
std.conservarory <- sd (cat_num_cols$MntGoldProds[cat_num_cols$test == 'CONSERVATORY'])
error_1 <- qnorm(0.975)*std.conservarory/sqrt(n_1)

mean.conservatory-error_1
## [1] 99.76221
mean.conservatory+error_1
## [1] 108.6354
## confidence interval for TECH
n_2 <- nrow(cat_num_cols[which (cat_num_cols$test == 'TECH') , ])
mean.tech <- mean (cat_num_cols$MntGoldProds[cat_num_cols$test == 'TECH'])
std.tech <- sd (cat_num_cols$MntGoldProds[cat_num_cols$test == 'TECH'])
error_2 <- qnorm(0.975)*std.tech/sqrt(n_2)

mean.tech-error_2
## [1] 97.34596
mean.tech+error_2
## [1] 114.1249

Message

Through our analysis, we were able to see that we are going to disagree with our supervisor in that there is no correlation between the amount of gold purchased within the past two years would have more in-store purchases. This is useful information to have for our marketing department because that would let us know the projection in which the customer buying habit is going towards. If we see that less customers are purchasing in-store and opting for buying online, we can spend more of our budget towards increasing the attraction of our online store.

Part 1d - Regression - Predictive

Label: mntFishProducts

Motivation

Use of linear regression to classify the important variables that help us predict the amount spent on Fish Products for married phd-candidates.

Mechanics

mark_train$Binary1 <- c() #build the variable to store the values of the loop 

for (i in 1:nrow(mark_train)) {
  
  if(mark_train$Education[i] == "PhD"){ 
    mark_train$Binary1[i] <- "1" 
  }else{
    mark_train$Binary1[i] <- "0" 
  } #closing the if
  
} #closing the for loop 

mark_train$Binary2 <- c() #build the variable to store the values of the loop 

for (i in 1:nrow(mark_train)) {
  
  if(mark_train$Marital_Status[i] == "Married"){ 
    mark_train$Binary2[i] <- "1" 
  }else{
    mark_train$Binary2[i] <- "0" 
  } #closing the if
  
} 

mark_train$Binary1<-as.numeric(mark_train$Binary1)
mark_train$Binary2<-as.numeric(mark_train$Binary2)

EDUXMAR<-function(var1,var2){
  PHDXMAR<-va1*var2
  return(PHDXMAR)
  
}
mark_train$Binary3 <- c(mark_train$Binary1*mark_train$Binary2)

my_logit <- glm(MntFishProducts~Binary1+Binary2+Binary3, data=mark_train)
summary(my_logit)
res <- resid(my_logit)
# Produce residual vs. fitted plot
plot(fitted(my_logit), res,  main="Residual vs. fitted Values", xlab='Fitted', ylab='Residuals')

qqnorm(res)

mark_test$Binary1 <- c() #build the variable to store the values of the loop 

for (i in 1:nrow(mark_test)) {
  
  if(mark_test$Education[i] == "PhD"){ 
    mark_test$Binary1[i] <- "1" 
  }else{
    mark_test$Binary1[i] <- "0" 
  } #closing the if
  
} #closing the for loop 

mark_test$Binary2 <- c() #build the variable to store the values of the loop 

for (i in 1:nrow(mark_test)) {
  
  if(mark_test$Marital_Status[i] == "Married"){ 
    mark_test$Binary2[i] <- "1" 
  }else{
    mark_test$Binary2[i] <- "0" 
  } #closing the if
  
} 

mark_test$Binary1<-as.numeric(mark_test$Binary1)
mark_test$Binary2<-as.numeric(mark_test$Binary2)

EDUXMAR<-function(var1,var2){
  PHDXMAR<-va1*var2
  return(PHDXMAR)
  
}
mark_test$Binary3 <- c(mark_test$Binary1*mark_test$Binary2)

my_logit1 <- glm(MntFishProducts~Binary1+Binary2+Binary3, data=mark_test)
summary(my_logit1)
res <- resid(my_logit1)
# Produce residual vs. fitted plot
plot(fitted(my_logit1), res,  main="Residual vs. fitted Values", xlab='Fitted', ylab='Residuals')

qqnorm(res)

- If the customer has a Phd, the amount spent on fish is reduced by 15.5$ - If the customer is married, the amount spent on fish is reduced by 4.5$ - If the customer has a Phd and is married, an additonal amount of 4.6$ is spent on fish.

Pvalue of Binary3(“Married Phd Candidates¨ vs amount spent on fish) is 0.42 which significantly high, that means”Married PhD candidates” dont have a significant relation with the amount spent on fish.

Better regression

# We tried with all the factors available to see if there is any relation with the amount spent on  fish.
my_logit2 <- try(lm(MntFishProducts~., data=mark_test))
summary(my_logit2)
## 
## Call:
## lm(formula = MntFishProducts ~ ., data = mark_test)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -146.883  -15.659   -1.858    9.437  159.071 
## 
## Coefficients: (5 not defined because of singularities)
##                          Estimate Std. Error t value Pr(>|t|)    
## (Intercept)            -6.156e+02  3.945e+02  -1.561  0.11942    
## ID                      7.943e-04  5.874e-04   1.352  0.17704    
## Year_Birth              4.029e-01  1.796e-01   2.244  0.02537 *  
## EducationBasic          1.653e+01  1.648e+01   1.003  0.31648    
## EducationGraduation     6.629e+00  7.127e+00   0.930  0.35282    
## EducationMaster         6.009e+00  8.106e+00   0.741  0.45894    
## EducationPhD            3.650e+00  8.659e+00   0.421  0.67362    
## Marital_StatusDivorced -4.467e+00  4.021e+01  -0.111  0.91160    
## Marital_StatusMarried  -1.114e+01  3.961e+01  -0.281  0.77861    
## Marital_StatusSingle   -5.589e-02  3.980e+01  -0.001  0.99888    
## Marital_StatusTogether -2.924e+00  3.979e+01  -0.073  0.94145    
## Marital_StatusWidow     7.089e+00  4.130e+01   0.172  0.86380    
## Income                 -3.510e-05  5.998e-05  -0.585  0.55877    
## Kidhome                -8.380e+00  4.919e+00  -1.704  0.08920 .  
## Teenhome                1.809e+00  4.351e+00   0.416  0.67770    
## Dt_Customer            -9.632e-03  1.127e-02  -0.855  0.39320    
## Recency                -7.872e-02  6.812e-02  -1.156  0.24857    
## MntWines                1.229e-02  1.092e-02   1.125  0.26116    
## MntFruits               3.233e-01  6.442e-02   5.018 7.84e-07 ***
## MntMeatProducts         4.273e-02  1.478e-02   2.890  0.00406 ** 
## MntSweetProducts        4.521e-01  5.824e-02   7.763 6.96e-14 ***
## MntGoldProds            6.844e-02  4.466e-02   1.532  0.12619    
## NumDealsPurchases      -6.474e-01  1.296e+00  -0.500  0.61765    
## NumWebPurchases         1.378e+00  1.126e+00   1.224  0.22157    
## NumCatalogPurchases     9.803e-01  1.193e+00   0.822  0.41168    
## NumStorePurchases      -1.758e+00  9.239e-01  -1.903  0.05778 .  
## NumWebVisitsMonth      -2.619e+00  1.252e+00  -2.092  0.03708 *  
## AcceptedCmp3           -8.320e+00  8.214e+00  -1.013  0.31172    
## AcceptedCmp4           -1.202e+01  7.472e+00  -1.609  0.10845    
## AcceptedCmp5           -2.185e+01  9.359e+00  -2.335  0.02003 *  
## AcceptedCmp1            1.703e+01  9.026e+00   1.887  0.05985 .  
## AcceptedCmp2           -2.188e+01  2.134e+01  -1.025  0.30577    
## Complain                2.156e+00  2.030e+01   0.106  0.91544    
## Z_CostContact                  NA         NA      NA       NA    
## Z_Revenue                      NA         NA      NA       NA    
## Response               -2.597e+00  6.600e+00  -0.394  0.69411    
## CountryCA               3.578e+00  9.763e+00   0.366  0.71421    
## CountryGER             -6.599e-01  1.145e+01  -0.058  0.95407    
## CountryIND              3.812e+00  1.018e+01   0.374  0.70831    
## CountryME               7.982e+01  4.091e+01   1.951  0.05176 .  
## CountrySA               6.642e+00  9.131e+00   0.727  0.46737    
## CountrySP               4.504e+00  8.271e+00   0.545  0.58637    
## CountryUS              -5.776e-01  1.215e+01  -0.048  0.96210    
## actual_age                     NA         NA      NA       NA    
## Binary1                        NA         NA      NA       NA    
## Binary2                        NA         NA      NA       NA    
## Binary3                 1.729e+00  9.336e+00   0.185  0.85320    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 38.46 on 402 degrees of freedom
## Multiple R-squared:  0.6025, Adjusted R-squared:  0.562 
## F-statistic: 14.86 on 41 and 402 DF,  p-value: < 2.2e-16
plot(my_logit2)

my_logit3 <- glm(MntFishProducts~NumCatalogPurchases+Kidhome+Teenhome
                , data=mark_test)
summary(my_logit3)
## 
## Call:
## glm(formula = MntFishProducts ~ NumCatalogPurchases + Kidhome + 
##     Teenhome, data = mark_test)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -103.767   -26.539    -6.102     8.020   192.628  
## 
## Coefficients:
##                     Estimate Std. Error t value Pr(>|t|)    
## (Intercept)          33.0086     5.6373   5.855 9.32e-09 ***
## NumCatalogPurchases   8.5759     0.9851   8.705  < 2e-16 ***
## Kidhome             -23.9065     5.0151  -4.767 2.55e-06 ***
## Teenhome             -8.7885     4.2315  -2.077   0.0384 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 2261.549)
## 
##     Null deviance: 1495704  on 443  degrees of freedom
## Residual deviance:  995081  on 440  degrees of freedom
## AIC: 4695.4
## 
## Number of Fisher Scoring iterations: 2

We can see that the catalogue purchases, the Kidhome and the Teen home all have relations with the amount of money spent on fish. We can see that 7.9 is the coefficient for the catalogues purchases, that means more amount is spend on fish through the catalogues.If the customer is in the kidhome category, the amount spent on fish is reduced by 18.6. If the customer is in the teenhome category, the amount spent on fish is reduced by 16.5$

Part 1e - Regression - Predictive

Motivation

We are testing if the amount spent on wines is related to how many kids there is at home. HO = MntWines and Kidhome are independent Ha = MntWines and Kidhome are dependent

Mechanics

my_logit2 <- (lm(MntWines~Kidhome, data=mark_test))
summary(my_logit2)
## 
## Call:
## lm(formula = MntWines ~ Kidhome, data = mark_test)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -460.0 -134.8  -82.0  135.0 1139.2 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)   460.00      17.16   26.81   <2e-16 ***
## Kidhome      -320.20      24.37  -13.14   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 277.8 on 442 degrees of freedom
## Multiple R-squared:  0.2808, Adjusted R-squared:  0.2792 
## F-statistic: 172.6 on 1 and 442 DF,  p-value: < 2.2e-16

Pvalue is significantly small so we ave the enough information to reject H0 and to accept Ha.For every additional kid a home has, the amount spent on wines is reduced by 312.5$.